auto: hourly snapshot 2026-06-08 20:34
This commit is contained in:
Scruff AI
@@ -1,11 +1,11 @@
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# trade_lbm_v1 — Architecture Document
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**Status:** DRAFT v3, pre-implementation. Architectural questions resolved per Claude Desktop review 2026-06-08; reset-equilibrium probe findings folded in same day.
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**Status:** DRAFT v4, pre-implementation.
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**Purpose:** Define the architecture of a trade-native Lattice-Boltzmann simulator before any kernel code is written.
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**Author of design intent:** Claude Desktop (relayed via user 2026-06-08).
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**Drafted by:** Claude-on-Beast.
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**Decision gate:** The wave-amplitude probe and the subsequent reset-equilibrium probe have completed. Both inform but do not gate this design.
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**v2 → v3 changes:** §3.5 notes asym×coh = single conserved degree of freedom per attractor basin (regime classifier, not two independent observables); §5 telemetry adds the product as primary regime observable; §7 SYSTEM-prompt baselines flagged for recalibration; §11 adds reset-equilibrium probe findings (metastability confirmed, slow-relaxation rejected) and the explicit "depth-weighted equilibrium solves this by construction" connection that the physics lattice cannot.
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**Decision gate:** The wave-amplitude probe, the reset-equilibrium probe, and the Fractonaut 4-question follow-up have completed. All inform but do not gate this design.
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**v3 → v4 changes:** §4.3 now has concrete ω-per-spread-tier ranges per Claude Desktop decision 2 (tight 1.5–1.97, normal 0.8–1.2, wide 0.2–0.4) backed by the Fractonaut Q4 finding that ω must drop by an order of magnitude for 10-min memory; §5 telemetry now anchors `regime_product` with known physics-lattice attractor values (9.2 / 164) as calibration anchors (not to be carried across); §10.1 adds the bifurcation sweep and 80%-of-bifurcation operating-point rule per Claude Desktop decision 3.
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---
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@@ -133,6 +133,16 @@ These two are the only "baked-in" forcings. Both are *measurable* and *time-vary
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- Wide spread → ω close to 0.5 (slow relaxation, illiquid columns retain memory).
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- This is physically exact: BGK ω literally controls relaxation speed to equilibrium, and spread is literally the cost of forcing the market back to equilibrium.
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**Spread → omega calibration (v3, per Fractonaut Q4 follow-up).** The physics lattice confirmed that field-memory timescale scales as 1/ω and that ω must be reduced by roughly an order of magnitude to extend memory from seconds to ~10 minutes. The trade lattice maps spread tiers to ω as follows:
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| Spread tier | Example (BTC perp ticks) | ω range | Approx column memory |
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|-------------|--------------------------|---------|----------------------|
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| Tight (deep, liquid) | ≤ 1 tick | 1.5 – 1.97 | seconds |
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| Normal | 2 – 4 ticks | 0.8 – 1.2 | 1 – 2 minutes |
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| Wide (thin, illiquid) | ≥ 5 ticks | 0.2 – 0.4 | ≈ 10 minutes |
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Mapping is monotonic and continuous within each tier (no step discontinuities at tier boundaries). The exact function is calibrated during §10.1 against a target column memory that matches observed market-impact decay for the instrument (≈5–15 minutes for HL BTC perps per published microstructure work).
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### 4.4 Injection — `inject_trade`
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Replaces `inject_density`. Trade events are placed at their natural column:
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@@ -170,6 +180,7 @@ Every snapshot (10 cycles, same cadence as current kernel):
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### Global scalars (retained for sanity, but secondary)
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- **`regime_product = mean_asymmetry * mean_coherence`** — PRIMARY regime classifier per §3.5.1. Different attractor basins produce different product values; transitions between basins are the regime signal.
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- **Known physics-lattice attractor values (calibration anchor only):** `~9.2` (true normal attractor, asym ≈12.4 / coh ≈0.74), `~164` (elevated attractor, asym ≈320 / coh ≈0.51). These are physics-lattice numbers measured on `khra_gixx_1024_v5` 2026-06-08. The trade lattice will have its own attractor product values determined in the §10.1 calibration; do NOT carry the 9.2/164 numbers across.
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- `total_mass`, `net_signed_flow`, `mean_abs_velocity`, `mean_vorticity`
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- `mean_asymmetry`, `mean_coherence` (kept available as diagnostics; SYSTEM prompt frames them as redundant for regime use)
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- `off_grid_mass`
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@@ -278,10 +289,19 @@ Decided: `last_trade_age_s` exposed every snapshot. Fractonaut SYSTEM prompt inc
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## 10. Build/deploy plan with numeric validation gate
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### 10.1 Calibration data set
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### 10.1 Calibration data set and bifurcation sweep
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Instrument: **HL BTC perp**, April 2026 dataset already on disk at `D:\PaperTrader\research\hl_data\` (window 2026-04-01 → 2026-04-30, pulled with 8 workers, complete). Spot trade-by-trade resolution suitable for tick-level replay.
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Replay-mode injections (`injection_state=REPLAY`) drive the lattice from this dataset to establish baseline distributions for the new Fractonaut prompt: means and standard deviations for `density_profile`, `vorticity_profile`, `divergence_profile`, `stress_xx_profile`, plus event-detector firing rates per hour during quiet vs active regimes. This is the same calibration discipline that produced the current Fractonaut z-score baselines for the physics lattice.
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Replay-mode injections (`injection_state=REPLAY`) drive the lattice from this dataset to establish baseline distributions for the new Fractonaut prompt: means and standard deviations for `regime_product`, `density_profile`, `vorticity_profile`, `divergence_profile`, `stress_xx_profile`, plus event-detector firing rates per hour during quiet vs active regimes.
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**Bifurcation sweep (v3 addition, per Claude Desktop decision 3).** Before any operating amplitude is chosen for `oi_drive` and `flow_drive`, sweep each amplitude from 0 to its kernel-clamp maximum while holding the other at zero and the lattice fed with a typical April day of trade data. Record `regime_product` at each amplitude step. The bifurcation point is the amplitude at which `regime_product` transitions sharply between attractor values — a step or kink in the product-vs-amplitude curve.
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**Operating-point rule:** the resting amplitude for both `oi_drive` and `flow_drive` is set to **80% of the bifurcation amplitude** for that channel. This places the lattice near the bifurcation but on the normal-attractor side, so:
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- Routine market activity perturbs the field within the normal attractor (small `regime_product` excursions are interpretable).
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- A genuinely regime-shifting event (large coordinated flow, sustained OI build) can push the field across the bifurcation into the elevated attractor — which the kernel reports as a step change in `regime_product`. That step is the regime-change signal.
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- The lattice is not stuck deep in either basin where injections are absorbed without qualitative change.
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If the bifurcation sweep finds no clean transition (smooth product-vs-amplitude curve, no step), the lattice is operating in a single-attractor regime and the trade design needs review before validation gates run.
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### 10.2 Validation gate — numeric pass/fail
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@@ -0,0 +1,481 @@
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# trade_lbm_v1 \u2014 v5 \u2192 trade_v1 Kernel Diff-Spec
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**Purpose.** Concrete, file-level diff from `khra_gixx_1024_v5.cu` to `trade_lbm_v1.cu`. No CUDA written yet; this is the spec the kernel author works against. Companion to `TRADE_LBM_ARCHITECTURE.md` v4.
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**Base file.** `D:\resonance-engine\cuda\khra_gixx_1024_v5.cu` (1284 lines).
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**New file.** `D:\resonance-engine\cuda\trade_lbm_v1.cu` (will start as a copy; sections marked KEEP retain identical code, ALTER replaces with new behaviour, ADD is brand new, REMOVE is deleted).
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---
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## Section A \u2014 What is kept verbatim (KEEP)
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These are the parts of v5 that are pure LBM mechanics and have no market dependency. Copy unchanged:
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| v5 lines | What | Why kept |
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|----------|------|----------|
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| 32\u201337 | `M_PI`, Q=9 | unchanged |
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| 39\u201346 | `CUDA_CHECK` macro | unchanged |
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| 48\u201352 | `d_cx`, `d_cy`, `d_w` constants | D2Q9 lattice constants, identical |
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| 66\u201382 | `streaming_kernel` | streaming step is the same regardless of grid meaning |
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| 121\u2013135 | `compute_rho` | macroscopic density same |
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| 137\u2013175 | `compute_velocity_stress_v4` | macroscopic ux/uy/stress identical |
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| 234\u2013410 | host helpers: `crc32_init`, `crc32_compute`, `save_checkpoint`, `load_checkpoint` | infrastructure |
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| 413\u2013506 | telemetry ring buffer | infrastructure |
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| 510\u2013575 | ZMQ resilience + JSON helpers | infrastructure |
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| 747\u2013768 | crash_handler / shutdown_handler / signal wiring | infrastructure |
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---
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## Section B \u2014 What changes (ALTER)
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### B.1 Grid dimensions (lines 35\u201336)
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```diff
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-#define NX 1024
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-#define NY 1024
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+#define NX 512 // price-tick columns (centred on rolling mid)
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+#define NY 512 // time rows (row 0 = newest, NY-1 = oldest)
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```
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Per architecture \u00a72. Lower memory cost than 1024\u00b2 \u2014 NX*NY*Q*sizeof(float) = 9 MB vs 36 MB for v5.
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### B.2 Device-side parameters block (lines 54\u201355)
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```diff
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-__device__ float d_khra_amp = 0.03f;
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-__device__ float d_gixx_amp = 0.008f;
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+__device__ float d_oi_drive = 0.0f; // slow large-scale forcing amp; 0 = inactive
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+__device__ float d_flow_drive = 0.0f; // fast fine-scale forcing amp; 0 = inactive
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+__device__ float d_tick_size = 0.5f; // USD per column; instrument-dependent
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+__device__ float d_mid_price = 0.0f; // current mid (host updates on recenter)
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+__device__ int d_recenter_drift = 0; // cumulative integer-column drift since boot
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+
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+// Per-column omega (replaces single global omega). Stored in device global memory,
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+// not __constant__ because it's updated O(once per snapshot) which exceeds the
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+// 64KB cbank limit budget.
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+__device__ float d_omega_col[NX];
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+
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+// Per-column depth-weighted equilibrium target. Updated by host on book events.
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+__device__ float d_rho_eq[NX]; // target density
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+__device__ float d_ux_eq[NX]; // target u_x (bias from depth imbalance)
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+// u_y_eq is a single scalar (constant upward streaming velocity), defined below.
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+__device__ float d_uy_eq = 0.0f; // typically 0 in v1; reserved for time-axis tuning
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```
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### B.3 Wave forcing function (lines 57\u201364)
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Rename and re-anchor to market-derived amplitudes. Wavelengths unchanged.
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```diff
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-__device__ float khra_gixx_wave_1024(int x, int y, int cycle) {
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- float khra = sinf(2.0f*M_PI*x/128.0f + cycle*0.025f) *
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- cosf(2.0f*M_PI*y/128.0f + cycle*0.015f) * d_khra_amp;
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- float gixx = sinf(2.0f*M_PI*x/8.0f + cycle*0.4f) *
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- cosf(2.0f*M_PI*y/8.0f + cycle*0.35f) * d_gixx_amp;
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- float asymmetry_factor = 1.0f + sinf(cycle * 0.05f) * 0.5f;
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- return khra + gixx * asymmetry_factor;
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-}
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+__device__ float market_wave(int x, int y, int cycle) {
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+ // Large-scale OI-driven wave: \u03bb = NX/4 = 128 columns (matches v5 khra \u03bb).
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+ float oi = sinf(2.0f*M_PI*x/(NX/4.0f) + cycle*0.025f) *
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+ cosf(2.0f*M_PI*y/(NX/4.0f) + cycle*0.015f) * d_oi_drive;
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+ // Fine-scale flow-driven wave: \u03bb = 8 columns (matches v5 gixx \u03bb).
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+ float flow = sinf(2.0f*M_PI*x/8.0f + cycle*0.4f) *
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+ cosf(2.0f*M_PI*y/8.0f + cycle*0.35f) * d_flow_drive;
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+ // Drop the asymmetry_factor envelope \u2014 it was a v5 substrate artefact;
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+ // market amplitudes already carry their own time variation via host updates.
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+ return oi + flow;
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+}
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```
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Note: `ky = kx / 2` (the 2:1 spatial anisotropy) is **removed**. That was a physics-lattice geometric choice; on a price-time grid it would inject unwanted bias. The collision kernel below applies the wave as a scalar density nudge, not as separately-anisotropic ux/uy nudges.
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### B.4 Collision kernel (lines 83\u2013119) \u2014 **largest change**
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This is the heart of the diff. Two structural changes:
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1. Per-column omega (read from `d_omega_col[x]`) replaces scalar `omega` argument.
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2. Equilibrium target uses `(d_rho_eq[x], d_ux_eq[x], d_uy_eq)` instead of the cell's local `(rho, ux, uy)`.
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```diff
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-__global__ void collide_kernel_khragixx(float* f, float omega, int cycle) {
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+__global__ void collide_kernel_trade(float* f, int cycle) {
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int x = blockIdx.x * blockDim.x + threadIdx.x;
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int y = blockIdx.y * blockDim.y + threadIdx.y;
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if (x >= NX || y >= NY) return;
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int idx = (y * NX + x) * Q;
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float rho = 0.0f, ux = 0.0f, uy = 0.0f;
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for (int i = 0; i < Q; i++) {
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rho += f[idx + i];
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ux += f[idx + i] * d_cx[i];
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uy += f[idx + i] * d_cy[i];
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}
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if (rho < 0.1f) rho = 0.1f;
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if (rho > 10.0f) rho = 10.0f;
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ux /= rho;
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uy /= rho;
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- float u_mag = sqrtf(ux*ux + uy*uy);
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- if (u_mag > 0.25f) { ux = ux * 0.25f / u_mag; uy = uy * 0.25f / u_mag; }
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- float kx = khra_gixx_wave_1024(x, y, cycle);
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- float ky = kx * 0.5f;
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- ux += kx;
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- uy += ky;
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- u_mag = sqrtf(ux*ux + uy*uy);
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- if (u_mag > 0.25f) { ux = ux * 0.25f / u_mag; uy = uy * 0.25f / u_mag; }
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- float u_sq = ux*ux + uy*uy;
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- for (int i = 0; i < Q; i++) {
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- float eu = d_cx[i]*ux + d_cy[i]*uy;
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- float feq = d_w[i] * rho * (1.0f + 3.0f*eu + 4.5f*eu*eu - 1.5f*u_sq);
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- f[idx + i] = f[idx + i] - omega * (f[idx + i] - feq);
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- if (isnan(f[idx + i]) || isinf(f[idx + i])) f[idx + i] = d_w[i];
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- }
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+ // Mach safety on observed velocity
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+ float u_mag = sqrtf(ux*ux + uy*uy);
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+ if (u_mag > 0.25f) { ux = ux * 0.25f / u_mag; uy = uy * 0.25f / u_mag; }
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+
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+ // Apply market wave as a scalar density nudge (not a velocity push).
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+ // CRITICAL: the wave modulates the EQUILIBRIUM TARGET, not the current cell
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+ // state. It is added to d_rho_eq[x] to produce rho_target. Do NOT add it to
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+ // the locally-observed `rho` above — that would push the field instead of
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+ // shifting where the field wants to relax to, and would destroy the
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+ // book-as-attractor property that justifies this whole architecture.
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+ float wave = market_wave(x, y, cycle);
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+ float rho_target = d_rho_eq[x] + wave;
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+ if (rho_target < 0.1f) rho_target = 0.1f;
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+ if (rho_target > 10.0f) rho_target = 10.0f;
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+
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+ // Equilibrium target from depth-weighted book.
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+ float ux_eq = d_ux_eq[x];
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+ float uy_eq = d_uy_eq; // global, typically 0
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+ float ueq_sq = ux_eq*ux_eq + uy_eq*uy_eq;
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+
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+ // Per-column relaxation rate (from spread tier).
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+ float omega_x = d_omega_col[x];
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+ if (omega_x < 0.05f) omega_x = 0.05f;
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+ if (omega_x > 1.99f) omega_x = 1.99f;
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+
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+ for (int i = 0; i < Q; i++) {
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+ float eu = d_cx[i]*ux_eq + d_cy[i]*uy_eq;
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+ float feq = d_w[i] * rho_target * (1.0f + 3.0f*eu + 4.5f*eu*eu - 1.5f*ueq_sq);
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+ f[idx + i] = f[idx + i] - omega_x * (f[idx + i] - feq);
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+ if (isnan(f[idx + i]) || isinf(f[idx + i])) f[idx + i] = d_w[i] * rho_target;
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+ }
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```
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**Subtle but important:** `feq` is now computed against the *book-derived* (rho_target, ux_eq, uy_eq), not against the *local cell's observed* (rho, ux, uy). That is what makes the book itself the relaxation target. The local rho/ux/uy are only computed to satisfy Mach safety and to detect numerical blow-ups; they do not feed the equilibrium.
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### B.5 Inject kernel (lines 180\u2013203) \u2014 renamed + price-aware
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```diff
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-__global__ void inject_density_kernel(float* f,
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- float cx, float cy,
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- float sigma, float strength) {
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+// inject_trade_kernel: a trade event at (column, row=0, sigma_x ticks, signed_size)
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+// Note: trades always land at row 0 (newest). Sigma now in ticks along X only;
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+// Y spread is one row (the trade happens at one wallclock instant).
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+__global__ void inject_trade_kernel(float* f,
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+ int col_centre,
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+ float sigma_x,
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+ float signed_dRho)
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+{
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int x = blockIdx.x * blockDim.x + threadIdx.x;
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- int y = blockIdx.y * blockDim.y + threadIdx.y;
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if (x >= NX || y >= NY) return;
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+ int y = 0; // always row 0
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- float dx = (float)x - cx;
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- float dy = (float)y - cy;
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- if (dx > NX * 0.5f) dx -= NX;
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- if (dx < -NX * 0.5f) dx += NX;
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- if (dy > NY * 0.5f) dy -= NY;
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- if (dy < -NY * 0.5f) dy += NY;
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- float r2 = dx * dx + dy * dy;
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- float inv_2sig2 = 1.0f / (2.0f * sigma * sigma);
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- float delta_rho = strength * expf(-r2 * inv_2sig2);
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+ // X-axis: clamp distance (no wrap \u2014 price columns are NOT periodic).
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+ float dx = (float)x - (float)col_centre;
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+ float inv_2sig2 = 1.0f / (2.0f * sigma_x * sigma_x);
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+ float delta_rho = signed_dRho * expf(-dx * dx * inv_2sig2);
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int f_idx = (y * NX + x) * Q;
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for (int i = 0; i < Q; i++) f[f_idx + i] += d_w[i] * delta_rho;
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}
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```
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Launch this kernel with grid = (NX/blockDim.x, 1) instead of full 2D \u2014 only one row is touched. Periodicity is dropped on X because price columns are bounded; trades outside the window go to `off_grid_mass` (host accumulator).
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### B.6 Asymmetry helper (lines 205\u2013214) \u2014 rebased on `rho_eq`
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```diff
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-float calculate_asymmetry_magnifying(float* h_rho) {
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+// Asymmetry now measured relative to the per-column rho_eq (depth target),
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+// not against a uniform 1.0 background. This makes the metric meaningful
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+// against a non-uniform equilibrium.
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+float calculate_asymmetry_magnifying(float* h_rho, const float* h_rho_eq) {
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float sum_sq = 0.0f;
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- for (int i = 0; i < NX * NY; i++) {
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- float dev = h_rho[i] - 1.0f;
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+ for (int idx = 0; idx < NX * NY; idx++) {
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+ int x = idx % NX;
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+ float dev = h_rho[idx] - h_rho_eq[x];
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sum_sq += dev * dev;
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}
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return (sum_sq / (NX * NY)) * 100.0f;
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}
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```
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### B.7 Telemetry JSON (line ~1136)
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```diff
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-"\"coherence\":%.4f,\"asymmetry\":%.4f,"
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+"\"coherence\":%.4f,\"asymmetry\":%.4f,\"regime_product\":%.4f,"
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```
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`regime_product = coherence * asymmetry` computed host-side at telemetry emit. Adds one float multiply and ~20 bytes per snapshot.
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### B.8 Command handler (line 595, especially lines 617\u2013640 and 703\u2013740)
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Replace `set_khra_amp` / `set_gixx_amp` / `inject_density` with new commands:
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|
||||
| New command | JSON shape | What it does |
|
||||
|-------------|-----------|--------------|
|
||||
| `set_oi_drive` | `{"cmd":"set_oi_drive","value":<float>}` | sets `d_oi_drive`, clamp [0, 0.2] |
|
||||
| `set_flow_drive` | `{"cmd":"set_flow_drive","value":<float>}` | sets `d_flow_drive`, clamp [0, 0.1] |
|
||||
| `set_omega_profile` | `{"cmd":"set_omega_profile","values":[NX floats]}` | bulk write `d_omega_col[]`, each clamped [0.05, 1.99] |
|
||||
| `set_omega_col` | `{"cmd":"set_omega_col","col":<int>,"value":<float>}` | single-column update for cheap incremental refresh |
|
||||
| `set_book` | `{"cmd":"set_book","bid":[NX floats],"ask":[NX floats]}` | bulk write depths; host derives `d_rho_eq` and `d_ux_eq` and uploads |
|
||||
| `inject_trade` | `{"cmd":"inject_trade","price":<f>,"side":"buy"|"sell","size":<f>,"aggressor":<bool>}` | host converts price\u2192column, signs the size, optionally multiplies by TAKER_WEIGHT, calls inject_trade_kernel |
|
||||
| `set_mid` | `{"cmd":"set_mid","price":<f>}` | manual recenter |
|
||||
| `set_tick_size` | `{"cmd":"set_tick_size","value":<f>}` | rare; restart-equivalent |
|
||||
|
||||
Keep verbatim: `pause`, `resume`, `reset`, `snapshot`, `health_check`, `reset_equilibrium`, `stress_snapshot_now`, `export_timeseries`.
|
||||
|
||||
Remove entirely: `set_khra_amp`, `set_gixx_amp`, `inject_density`.
|
||||
|
||||
### B.9 Main loop (line 770+ and the cycle % 10 telemetry block at line 1050)
|
||||
|
||||
Minor changes:
|
||||
1. Call `collide_kernel_trade<<<...>>>(d_f, cycle)` instead of `collide_kernel_khragixx<<<...>>>(d_f, h_omega, cycle)`.
|
||||
2. Drop `h_omega` host scalar.
|
||||
3. Add `h_rho_eq[NX]`, `h_ux_eq[NX]`, `h_omega_col[NX]`, `h_bid_depth[NX]`, `h_ask_depth[NX]` host arrays and a small helper `recompute_equilibrium_from_book()` that runs whenever `set_book` arrives. **Formula is fixed (see B.9.1 below); kernel author MUST NOT improvise.**
|
||||
4. Add `off_grid_mass` host accumulator updated when `inject_trade` finds column out of range.
|
||||
|
||||
### B.9.1 `recompute_equilibrium_from_book()` formula — fixed
|
||||
|
||||
The book-to-equilibrium mapping is part of the architecture, not a kernel-author choice. Use exactly:
|
||||
|
||||
```c
|
||||
// Constants (compile-time)
|
||||
#define RHO_EQ_MIN 0.5f // floor for rho_eq band
|
||||
#define RHO_EQ_MAX 2.0f // ceiling for rho_eq band
|
||||
#define RHO_EQ_NOMINAL 1.0f // target mean across columns
|
||||
#define MAX_UX_BIAS 0.10f // velocity-bias cap; well below Mach safety 0.25
|
||||
#define DEPTH_EPS 1e-6f // divide-by-zero guard for empty columns
|
||||
|
||||
static void recompute_equilibrium_from_book(void) {
|
||||
// 1. Mean total depth across columns — used as the normalisation constant
|
||||
// so that rho_eq[x] is centred near RHO_EQ_NOMINAL regardless of
|
||||
// absolute book size.
|
||||
double total_sum = 0.0;
|
||||
for (int x = 0; x < NX; x++) {
|
||||
total_sum += (double)(h_bid_depth[x] + h_ask_depth[x]);
|
||||
}
|
||||
float mean_total = (float)(total_sum / (double)NX);
|
||||
if (mean_total < DEPTH_EPS) mean_total = DEPTH_EPS;
|
||||
float norm = mean_total / RHO_EQ_NOMINAL; // divisor that maps mean->1.0
|
||||
|
||||
// 2. Per-column rho_eq (clamped) and ux_eq (imbalance-driven).
|
||||
for (int x = 0; x < NX; x++) {
|
||||
float total = h_bid_depth[x] + h_ask_depth[x];
|
||||
float rho_eq = total / norm;
|
||||
if (rho_eq < RHO_EQ_MIN) rho_eq = RHO_EQ_MIN;
|
||||
if (rho_eq > RHO_EQ_MAX) rho_eq = RHO_EQ_MAX;
|
||||
h_rho_eq[x] = rho_eq;
|
||||
|
||||
float denom = total > DEPTH_EPS ? total : DEPTH_EPS;
|
||||
float imbalance = (h_bid_depth[x] - h_ask_depth[x]) / denom; // [-1, 1]
|
||||
h_ux_eq[x] = imbalance * MAX_UX_BIAS;
|
||||
}
|
||||
|
||||
// 3. Upload both arrays in one DMA pair.
|
||||
CUDA_CHECK(cudaMemcpyToSymbol(d_rho_eq, h_rho_eq, sizeof(h_rho_eq)));
|
||||
CUDA_CHECK(cudaMemcpyToSymbol(d_ux_eq, h_ux_eq, sizeof(h_ux_eq)));
|
||||
}
|
||||
```
|
||||
|
||||
**Why these constants.**
|
||||
- `RHO_EQ_NOMINAL = 1.0` matches the D2Q9 weight normalisation; equilibrium density of 1.0 is the natural LBM rest state.
|
||||
- `RHO_EQ_MIN/MAX = 0.5 / 2.0` is a ~2× dynamic range — enough that a 4×-deeper-than-average column is visible, but small enough that no column ever pushes the BGK collision outside well-tested regimes.
|
||||
- `MAX_UX_BIAS = 0.10` is **0.4× the Mach safety ceiling 0.25**. A 100% one-sided book (bid only) produces ux_eq = 0.10. The collision kernel's Mach clamp at 0.25 is then a hard fault detector, not a routine clip.
|
||||
- The normalisation uses **mean total depth across columns**, not a fixed constant, so the equilibrium band auto-rescales to whatever absolute book size the venue is showing. This means BTC at 200 contracts/level and ETH at 2000 contracts/level both produce the same equilibrium magnitudes.
|
||||
|
||||
This function runs on the host on every `set_book` command, which architecture §3.5 caps at ≤1 Hz. Cost: O(NX) = O(512) floats per call — negligible.
|
||||
|
||||
|
||||
---
|
||||
|
||||
## Section C \u2014 What is added (ADD)
|
||||
|
||||
### C.1 Recentre routine (host)
|
||||
|
||||
```c
|
||||
// Called after set_mid or auto-trigger when |cumulative drift| > NX/16.
|
||||
// Shifts the entire f array by `shift` integer columns (positive = field
|
||||
// scrolls right). Implemented as a CUDA memcpy with offset; out-of-range
|
||||
// columns re-initialised to local equilibrium.
|
||||
static void recentre_field(float* d_f, int shift);
|
||||
```
|
||||
|
||||
Trigger logic: host tracks `mid_price` and `mid_price_at_grid_centre`. When `|price - centre| > RECENTRE_THRESHOLD * tick_size`, call `recentre_field`, update `d_mid_price`, set `recenter_event` telemetry flag for one snapshot.
|
||||
|
||||
### C.2 Per-column profile telemetry kernel
|
||||
|
||||
```c
|
||||
// Reduces NY rows down to per-column scalars for the profile observables
|
||||
// listed in architecture \u00a75. One block per column, reduction across Y.
|
||||
__global__ void compute_column_profiles(
|
||||
const float* rho, const float* ux, const float* uy,
|
||||
const float* sxx, const float* sxy,
|
||||
float* density_profile, // [NX]
|
||||
float* vorticity_profile, // [NX]
|
||||
float* divergence_profile, // [NX]
|
||||
float* stress_xx_profile); // [NX]
|
||||
```
|
||||
|
||||
Host DMA's the four NX-length arrays back, includes in telemetry as compact JSON arrays (every Kth column with significant activity, K chosen so JSON stays under ~4KB per snapshot).
|
||||
|
||||
**Telemetry byte budget — confirm before first run.** Naive size at NX=512 is:
|
||||
|
||||
| Component | Size |
|
||||
|-----------|------|
|
||||
| 4 profile arrays × 512 floats × ~8 chars per JSON float (`-1.234e-2,`) | ~16 KB |
|
||||
| Global scalars (rho_total, asymmetry, coherence, regime_product, ...) | ~0.5 KB |
|
||||
| Event detector output (typically 0–10 events, struct ≈ 80 bytes JSON) | ~1 KB max |
|
||||
|
||||
Unsubsampled ≈ 17 KB per snapshot. Even at K=2 (every other column) we are at ~9 KB — well above the 4 KB target. **Mitigations, applied in order until budget met:**
|
||||
|
||||
1. Subsample columns with `K=4` (every 4th column) when no event detector has fired in the last N snapshots → ~4 KB.
|
||||
2. Emit profiles as `float16` hex-encoded (4 chars/value) instead of decimal JSON → halves the dominant cost.
|
||||
3. Switch profile transport from JSON to ZMQ multipart binary frames (frame 0 = JSON scalars + events, frame 1 = raw float32 binary blob of profiles, 8 KB exactly).
|
||||
|
||||
**ZMQ socket configuration.** v5 telemetry is scalar-only (~1 KB/snapshot at 10 Hz = 10 KB/s). v1 telemetry is at least 5–16× larger. Before first run, the kernel author MUST verify on the publisher (`d_telemetry_pub`):
|
||||
|
||||
- `ZMQ_SNDHWM` ≥ 1024 (default in v5 should be checked).
|
||||
- `ZMQ_SNDBUF` ≥ 256 KB (raise from OS default if needed).
|
||||
- Snapshot cadence stays at `cycle % 10 == 0` initially — do not raise frequency until profile size is bounded.
|
||||
|
||||
If any subscriber (Fractonaut, dashboard) starts dropping or lagging, that is the size budget being exceeded. Fall back to mitigation 3 (binary frames) before tuning anything else.
|
||||
|
||||
### C.3 Event detectors (host)
|
||||
|
||||
Functions, not kernels \u2014 cheap on NX=512:
|
||||
|
||||
```c
|
||||
typedef struct {
|
||||
int col; // column index of detected feature
|
||||
float price; // absolute price at col (translated via d_mid_price + d_tick_size)
|
||||
float magnitude; // z-score
|
||||
int persisted_rows;
|
||||
} structural_event;
|
||||
|
||||
int detect_breakouts (const float* divergence_profile,
|
||||
const float* density_profile,
|
||||
structural_event* out, int max_out);
|
||||
int detect_consolidation (const float* vorticity_profile,
|
||||
const float* divergence_profile,
|
||||
structural_event* out, int max_out);
|
||||
int detect_support_levels (const float* density_profile_history, // [NY][NX] ring
|
||||
structural_event* out, int max_out);
|
||||
int detect_resistance (const float* density_profile_history, // [NY][NX] ring
|
||||
structural_event* out, int max_out);
|
||||
```
|
||||
|
||||
Detector thresholds (z-score floors, persistence row counts) start as compile-time defaults and become runtime-tunable in a later pass.
|
||||
|
||||
### C.4 last_trade_age_s tracking (host)
|
||||
|
||||
```c
|
||||
static double last_trade_unix = 0.0;
|
||||
// In telemetry assembly:
|
||||
double now = ...;
|
||||
int last_trade_age_s = (int)(now - last_trade_unix);
|
||||
// Snippet added to JSON: "last_trade_age_s":%d
|
||||
```
|
||||
|
||||
Fractonaut prompt rule (\u00a79 staleness handling): if age > 60, treat as drifting toward equilibrium, structural-only.
|
||||
|
||||
### C.5 New ZMQ ports
|
||||
|
||||
Change all ZMQ bind ports from 5556\u20135560 to **5566\u20135570** so trade lattice coexists with physics lattice. Host-side: update `endpoint` strings in `main()`. No kernel impact.
|
||||
|
||||
---
|
||||
|
||||
## Section D \u2014 What is removed (REMOVE)
|
||||
|
||||
- `__device__ float d_khra_amp` and `d_gixx_amp` (replaced).
|
||||
- `khra_gixx_wave_1024` (replaced by `market_wave`).
|
||||
- `set_khra_amp`, `set_gixx_amp`, `inject_density` command handlers.
|
||||
- The `asymmetry_factor = 1.0f + sinf(cycle * 0.05f) * 0.5f` envelope: it was a v5 visualisation trick, has no market analogue.
|
||||
- The `ky = kx * 0.5f` anisotropy in `collide_kernel_khragixx`: rejected per architecture \u00a72.
|
||||
- The `cy` argument to `inject_density_kernel` (trades always land at y=0).
|
||||
- The periodic-distance code in inject (`if (dx > NX * 0.5f) dx -= NX;` etc): X is not periodic on price grid.
|
||||
|
||||
---
|
||||
|
||||
## Section E \u2014 Build and deploy
|
||||
|
||||
Build command unchanged from v5 (assumes the existing CMake / nvcc setup discovers the new .cu file automatically). If the build script targets v5 by name:
|
||||
|
||||
```diff
|
||||
- nvcc -O3 -arch=sm_75 khra_gixx_1024_v5.cu -o khra_gixx_1024_v5 \
|
||||
+ nvcc -O3 -arch=sm_75 trade_lbm_v1.cu -o trade_lbm_v1 \
|
||||
-lzmq -lnvidia-ml -rdynamic
|
||||
```
|
||||
|
||||
`-arch=sm_75` should match the actual GPU (the v5 build uses this on Beast; confirm at compile time).
|
||||
|
||||
Output binary: `/mnt/d/Resonance_Engine/beast-build/trade_lbm_v1` (parallels the existing `khra_gixx_1024_v5` location). Launch with `--agent-owner=RESONANCE` per the BEAST ledger.
|
||||
|
||||
---
|
||||
|
||||
## Section F \u2014 What is intentionally NOT in v1
|
||||
|
||||
- Multi-instrument support. One symbol per binary.
|
||||
- GPU-side event detection. CPU is enough at NX=512.
|
||||
- Live trading hooks. Trade lattice output goes to Fractonaut + JSON only.
|
||||
- Adaptive tick sizing. Constant per startup.
|
||||
- Auto-tuning of `TAKER_WEIGHT`, `DEPTH_WEIGHT`, `BIAS_WEIGHT`. All compile-time in v1; tuned during validation in \u00a710.
|
||||
|
||||
---
|
||||
|
||||
## Section G \u2014 Verification checklist for the kernel author
|
||||
|
||||
Before declaring trade_lbm_v1 ready for the \u00a710 validation gate:
|
||||
|
||||
1. `set_oi_drive value=0.0` + `set_flow_drive value=0.0` + no `set_book` calls (so `d_rho_eq` is zero-initialised) \u2192 lattice should sit at zero everywhere, `regime_product` ~ 0. If non-zero, equilibrium reads aren't wired.
|
||||
2. `set_book` with uniform bid=ask=1.0 across all columns \u2192 lattice should relax to `regime_product` close to the trade-lattice equivalent of the v5 \"normal\" attractor. Magnitude TBD by calibration but must be *flat* across columns.
|
||||
3. `set_book` with one heavy column \u2192 corresponding `density_profile[that column]` must build a persistent peak; relaxation rate matches expected 1/\u03c9 timescale for that column's omega.
|
||||
4. `inject_trade` with price out of range \u2192 `off_grid_mass` increments; nothing else.
|
||||
5. `set_mid` larger than `RECENTRE_THRESHOLD` away \u2192 `recenter_event` fires; `density_profile` shifts by the expected number of columns; old peaks stay at their absolute price (verified by structural-event detector reporting same prices, different columns).
|
||||
6. Send a synthetic trade at known price with known size \u2192 verify `density_profile` peak at the correct column with the correct magnitude (`size * TAKER_WEIGHT` if aggressor flag set). **Note (added 2026-06-08 after first-run verification):** Test 6 must run with `omega_profile <= 0.1` across all columns to observe one-shot injection impact. Default omega=1.0 correctly absorbs single trades in one cycle — this is correct BGK behaviour when the book is the attractor, not a bug. Without lowering omega before injecting, the next telemetry snapshot will show the book-derived equilibrium (flat) regardless of the injection.
|
||||
If all six pass, kernel is ready for replay against April HL data per \u00a710.
|
||||
|
||||
---
|
||||
|
||||
## Section H \u2014 Estimated kernel-author effort
|
||||
|
||||
| Item | Approx LOC delta vs v5 |
|
||||
|------|------------------------|
|
||||
| ALTER changes (collide kernel, inject kernel, wave function, telemetry JSON, command handler) | ~250 lines edited |
|
||||
| ADD: recentre_field | ~40 lines |
|
||||
| ADD: compute_column_profiles | ~50 lines |
|
||||
| ADD: 4 event detectors (host) | ~150 lines |
|
||||
| ADD: recompute_equilibrium_from_book (formula in B.9.1) + book/omega/etc host scratch buffers | ~100 lines (formula is ~40 of these, copy verbatim from B.9.1) |
|
||||
| ADD: 8 new command-handler branches | ~150 lines |
|
||||
| REMOVE | ~80 lines |
|
||||
|
||||
Net target file size: ~1600 LOC (vs v5's 1284). Well within single-file scope.
|
||||
|
||||
The most error-prone item is B.4 (collision kernel using book-derived equilibrium). The most tedious item is C.3 (event detectors). The most subtle item is C.1 (recentre logic, especially making sure the absolute-price reports stay correct after a shift).
|
||||
|
||||
---
|
||||
|
||||
End of diff-spec. Ready for kernel author review and the answers to Section G verification before any binary is shipped to validation.
|
||||
Binary file not shown.
@@ -0,0 +1,76 @@
|
||||
"""Find Event B (12h <0.5% move) and Event A (>1.5% in <=60min) windows in April BTC."""
|
||||
import os, glob
|
||||
import pyarrow.parquet as pq
|
||||
import pandas as pd
|
||||
|
||||
ROOT = "/mnt/d/PaperTrader/research/hl_data/minutes"
|
||||
days = sorted(d for d in os.listdir(ROOT) if d.startswith("202604"))
|
||||
|
||||
frames = []
|
||||
for day in days:
|
||||
for f in sorted(glob.glob(os.path.join(ROOT, day, "*.parquet"))):
|
||||
df = pq.read_table(f).to_pandas()
|
||||
df = df[df["coin"] == "BTC"]
|
||||
frames.append(df)
|
||||
|
||||
btc = pd.concat(frames, ignore_index=True).sort_values("minute").reset_index(drop=True)
|
||||
btc = btc.drop_duplicates(subset=["minute"], keep="first")
|
||||
print(f"BTC rows in April: {len(btc)}")
|
||||
print(f"First minute: {btc['minute'].iloc[0]} Last: {btc['minute'].iloc[-1]}")
|
||||
print(f"Mid range: ${btc['mid_price'].min():.2f} - ${btc['mid_price'].max():.2f}")
|
||||
print(f"Continuous? span={btc['minute'].iloc[-1]-btc['minute'].iloc[0]+1} rows={len(btc)}")
|
||||
|
||||
# Convert minute -> UTC datetime
|
||||
btc["ts"] = pd.to_datetime(btc["minute"] * 60, unit="s", utc=True)
|
||||
|
||||
# Event A: any rolling window where |move| >=1.5% within 60 min
|
||||
print("\n=== EVENT A candidates (>=1.5% move in <=60 min) ===")
|
||||
mids = btc["mid_price"].values
|
||||
mins = btc["minute"].values
|
||||
ts = btc["ts"].values
|
||||
a_candidates = []
|
||||
for i in range(len(mids) - 60):
|
||||
base = mids[i]
|
||||
window = mids[i:i+61] # 60-minute lookforward
|
||||
high = window.max(); low = window.min()
|
||||
up = (high - base) / base
|
||||
dn = (low - base) / base
|
||||
if up >= 0.015:
|
||||
j = i + int(window.argmax())
|
||||
a_candidates.append((i, j, base, mids[j], up, "UP"))
|
||||
if dn <= -0.015:
|
||||
j = i + int(window.argmin())
|
||||
a_candidates.append((i, j, base, mids[j], dn, "DN"))
|
||||
|
||||
# Dedupe overlapping candidates (keep biggest move per ~2h cluster)
|
||||
a_candidates.sort(key=lambda x: -abs(x[4]))
|
||||
chosen_a = []
|
||||
for c in a_candidates:
|
||||
if all(abs(c[0] - ec[0]) > 120 for ec in chosen_a):
|
||||
chosen_a.append(c)
|
||||
if len(chosen_a) >= 8:
|
||||
break
|
||||
for i, j, b, p, m, d in chosen_a:
|
||||
print(f" start_min={mins[i]} ({ts[i]}) -> end_min={mins[j]} ({ts[j]}) base=${b:,.2f} peak=${p:,.2f} move={m*100:+.2f}% [{d}] dur={(mins[j]-mins[i])}min")
|
||||
|
||||
# Event B: 12h window (720 min) where (end-start)/start < 0.5% AND max excursion < 0.5%
|
||||
print("\n=== EVENT B candidates (12h with <0.5% move + tight) ===")
|
||||
WIN = 720
|
||||
b_candidates = []
|
||||
for i in range(0, len(mids) - WIN, 30): # step every 30min
|
||||
window = mids[i:i+WIN+1]
|
||||
base = window[0]
|
||||
end = window[-1]
|
||||
total = abs(end - base) / base
|
||||
excursion = (window.max() - window.min()) / base
|
||||
if total < 0.005 and excursion < 0.01: # also keep excursion bounded
|
||||
b_candidates.append((i, mins[i], mins[i+WIN], base, end, total, excursion))
|
||||
|
||||
# Sort by smallest excursion
|
||||
b_candidates.sort(key=lambda x: x[6])
|
||||
for i, m0, m1, b, e, tot, exc in b_candidates[:8]:
|
||||
print(f" start_min={m0} ({ts[i]}) -> end_min={m1} ({ts[i+WIN]}) base=${b:,.2f} end=${e:,.2f} total={tot*100:+.3f}% excursion={exc*100:.3f}%")
|
||||
|
||||
# Save survey for reuse
|
||||
btc.to_parquet("/mnt/d/Resonance_Engine/_tools_btc_april.parquet", index=False)
|
||||
print(f"\nSaved {len(btc)} BTC rows to _tools_btc_april.parquet")
|
||||
@@ -0,0 +1,12 @@
|
||||
import pyarrow.parquet as pq
|
||||
import pandas as pd
|
||||
t = pq.read_table("/mnt/d/PaperTrader/research/hl_data/minutes/20260415/15.parquet")
|
||||
print("SCHEMA:"); print(t.schema)
|
||||
df = t.to_pandas()
|
||||
print("SHAPE:", df.shape)
|
||||
print("HEAD:")
|
||||
print(df.head(3).to_string())
|
||||
for c in df.columns:
|
||||
print(f" {c}: dtype={df[c].dtype} nunique={df[c].nunique() if df[c].nunique() < 50 else '>50'}")
|
||||
if "coin" in df.columns:
|
||||
print("COINS:", sorted(df["coin"].unique())[:30])
|
||||
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Load Diff
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@@ -0,0 +1,47 @@
|
||||
"""Query Fractonaut with 4 sequential questions from Claude Desktop, record verbatim."""
|
||||
import urllib.request, json, time, sys
|
||||
from datetime import datetime
|
||||
from pathlib import Path
|
||||
|
||||
API = "http://127.0.0.1:28822/ask"
|
||||
|
||||
QUESTIONS = [
|
||||
("Q1_conserved_product",
|
||||
"We observed that asymmetry multiplied by coherence is approximately 164 across three distinct forcing configurations: Khra=0.050 alone, Gixx=0.024 alone, and both combined with dipole injection. The baseline product before the probe was approximately 72. What physical mechanism in a BGK lattice would produce a conserved product between asymmetry and coherence when forcing amplitude is varied? Is this consistent with the system moving between two attractors, or is it a constraint surface within a single attractor?"),
|
||||
("Q2_hysteresis",
|
||||
"After removing all elevated forcing and returning to Khra=0.030 and Gixx=0.008, the field remained at asymmetry approximately 307 after 10 minutes. The original baseline was approximately 116. In a dissipative BGK system, what would cause the field to remain in an elevated state rather than relaxing back toward its natural equilibrium? Is this consistent with the field being in a genuinely metastable state, or is the relaxation timescale simply longer than 10 minutes at this energy level?"),
|
||||
("Q3_trade_lattice_implication",
|
||||
"If the conserved product of asymmetry and coherence defines a 1D constraint curve rather than a 2D free space, what does this imply for using both asymmetry and coherence as independent telemetry channels in a trade lattice? Should the trade lattice expose the product as its primary regime indicator rather than the two values separately?"),
|
||||
("Q4_relaxation_timescale",
|
||||
"The hysteresis finding suggests the field relaxation timescale is much longer than a market minute. A trade lattice needs to track market regime changes on minute timescales. In a BGK system, what controls the relaxation timescale? Is it purely omega, or are there other parameters? What omega value would produce a field memory of approximately 10 minutes?"),
|
||||
]
|
||||
|
||||
out_dir = Path(f"/mnt/d/Resonance_Engine/traj/cd_4q_{datetime.now().strftime('%Y%m%dT%H%M%S')}")
|
||||
out_dir.mkdir(parents=True, exist_ok=True)
|
||||
out_file = out_dir / "answers.jsonl"
|
||||
|
||||
def ask(q, timeout=240):
|
||||
body = json.dumps({"question": q}).encode()
|
||||
req = urllib.request.Request(API, data=body,
|
||||
headers={"Content-Type": "application/json"}, method="POST")
|
||||
t0 = time.time()
|
||||
with urllib.request.urlopen(req, timeout=timeout) as r:
|
||||
return json.loads(r.read()).get("response", ""), time.time() - t0
|
||||
|
||||
print(f"out: {out_file}", flush=True)
|
||||
for label, q in QUESTIONS:
|
||||
print(f"\n========== {label} ==========", flush=True)
|
||||
print(f"Q: {q}\n", flush=True)
|
||||
try:
|
||||
resp, took = ask(q)
|
||||
except Exception as e:
|
||||
resp, took = f"(error: {e})", 0.0
|
||||
print(f"A ({took:.1f}s):\n{resp}", flush=True)
|
||||
with open(out_file, "a") as f:
|
||||
f.write(json.dumps({
|
||||
"ts": datetime.now().isoformat(),
|
||||
"label": label, "question": q,
|
||||
"response": resp, "took_s": took,
|
||||
}) + "\n")
|
||||
time.sleep(2)
|
||||
print(f"\nDONE -> {out_file}", flush=True)
|
||||
+44
-26
@@ -46,31 +46,34 @@ ollama_lock = threading.Lock()
|
||||
ask_queue = queue.Queue(maxsize=4)
|
||||
last_obs_text = ""
|
||||
|
||||
# Quiescent-substrate baselines, measured on probe State 0 BASELINE
|
||||
# (Khra=0.030, Gixx=0.008, no injection) 2026-06-08. These are the floor
|
||||
# values the model must compare against — if a current reading is within
|
||||
# ~1 std of these, it is NOT a perturbation.
|
||||
# Quiescent-substrate baselines, measured 2026-06-08 19:53 from a freshly
|
||||
# reset lattice (reset_equilibrium just sent; Khra=0.030, Gixx=0.008,
|
||||
# omega=1.97, no injection). 60-frame capture, ~590 cycles spanned.
|
||||
# These are the TRUE EQUILIBRIUM floor values. The prior baselines
|
||||
# (asym ~116, coh ~0.6) measured the lattice while it was trapped in a
|
||||
# metastable elevated attractor; that reference was wrong. See the
|
||||
# reset_equilibrium probe in TRADE_LBM_ARCHITECTURE.md sect 11.2.
|
||||
BASELINE_MEAN = {
|
||||
"asymmetry": 116.67,
|
||||
"coherence": 0.6047,
|
||||
"vel_mean": 0.2106,
|
||||
"vel_max": 0.2854,
|
||||
"vel_var": 0.002429,
|
||||
"vorticity_mean": 0.0265,
|
||||
"stress_xx": -0.000795,
|
||||
"stress_yy": 0.000731,
|
||||
"stress_xy": -0.000263,
|
||||
"asymmetry": 12.418722,
|
||||
"coherence": 0.739412,
|
||||
"vel_mean": 0.221218,
|
||||
"vel_max": 0.285467,
|
||||
"vel_var": 0.002438,
|
||||
"vorticity_mean": 0.027288,
|
||||
"stress_xx": -0.000433,
|
||||
"stress_yy": 0.000400,
|
||||
"stress_xy": -0.000143,
|
||||
}
|
||||
BASELINE_STD = {
|
||||
"asymmetry": 3.0,
|
||||
"coherence": 0.005,
|
||||
"vel_mean": 0.005,
|
||||
"vel_max": 0.008,
|
||||
"vel_var": 0.0004,
|
||||
"vorticity_mean": 0.012,
|
||||
"stress_xx": 0.00015,
|
||||
"stress_yy": 0.00015,
|
||||
"stress_xy": 0.00008,
|
||||
"asymmetry": 0.092544,
|
||||
"coherence": 0.000721,
|
||||
"vel_mean": 0.001289,
|
||||
"vel_max": 0.001703,
|
||||
"vel_var": 0.000089,
|
||||
"vorticity_mean": 0.003625,
|
||||
"stress_xx": 0.000023,
|
||||
"stress_yy": 0.000010,
|
||||
"stress_xy": 0.000016,
|
||||
}
|
||||
# Injection state hint — set by external controller (e.g. injector script)
|
||||
# via POST /set_injection_state. Defaults to UNKNOWN.
|
||||
@@ -106,8 +109,21 @@ STRUCTURAL FACTS YOU MUST NOT MISREAD
|
||||
Therefore: do NOT claim 'the left site is pushed harder', 'buy side
|
||||
is dominant', 'sell side wins', or any spatial buy/sell narrative
|
||||
unless a snapshot is provided that resolves left vs right separately.
|
||||
- The substrate's own forcing produces persistent asymmetry ~110-120
|
||||
and coherence ~0.6 with no external input. Treat those as the floor.
|
||||
- The substrate's own forcing at the TRUE equilibrium attractor
|
||||
produces persistent asymmetry ~12.4 and coherence ~0.74 with no
|
||||
external input. Their product is ~9.2. Treat those as the floor.
|
||||
- There is a SECOND attractor at asymmetry ~300-330, coherence
|
||||
~0.50-0.55, product ~155-170, reached by raising Khra or Gixx amp
|
||||
past a bifurcation point. Once the field crosses into the elevated
|
||||
attractor it does NOT relax back on its own — only an explicit
|
||||
reset_equilibrium command brings it home. So a reading of asym ~310
|
||||
at Khra=0.030/Gixx=0.008 means the field is trapped, not normal.
|
||||
- Asymmetry and coherence are NOT independent. Within either
|
||||
attractor their product (asym × coh) is conserved to ~1%. The
|
||||
product itself is the regime indicator: ~9 = normal, ~164 = elevated.
|
||||
Do not interpret asym and coh as two separate channels carrying
|
||||
independent information; they are two views of one constrained
|
||||
variable.
|
||||
|
||||
OPTIONAL CONTEXT (reference only)
|
||||
When external market data is injected, it goes to three sites:
|
||||
@@ -122,8 +138,10 @@ and describe the substrate as-is.
|
||||
WHAT TO REPORT
|
||||
Present tense, 3-6 sentences, prose (no bullets). Cover:
|
||||
1. Flow regime: laminar (low vel_var, low vorticity_mean) vs turbulent.
|
||||
2. Asymmetry/coherence coupling: are they moving together or apart
|
||||
relative to their typical operating point?
|
||||
2. Attractor state: is the field in the normal attractor (product ~9),
|
||||
elevated attractor (product ~164), or in transition between them?
|
||||
Quote the current product value to support the claim. Do NOT discuss
|
||||
asym and coh as if they move independently — frame them as joint.
|
||||
3. Stress channel state: comment on the MAGNITUDE of stress_xy
|
||||
(circulating shear) and on whether stress_yy has changed sign or
|
||||
magnitude meaningfully — do NOT just repeat that xx > yy, that's
|
||||
|
||||
@@ -3348,3 +3348,58 @@
|
||||
{"ts": "2026-06-08T12:31:34Z", "turn": 73, "cycle": 13162170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13162170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.7W util=20%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739100 +0.604700 0.005000 +26.88 !!\nasymmetry +12.472000 +116.670000 3.000000 -34.73 !!\nvel_mean +0.220225 +0.210600 0.005000 +1.92 \nvel_max +0.286443 +0.285400 0.008000 +0.13 \nvel_var +0.002457 +0.002429 0.000400 +0.07 \nvorticity_mean +0.031618 +0.026500 0.012000 +0.43 \nstress_xx -0.000439 -0.000795 0.000150 +2.37 !\nstress_yy +0.000391 +0.000731 0.000150 -2.27 !\nstress_xy -0.000171 -0.000263 0.000080 +1.15 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with minimal velocity variance and low mean vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics relative to their typical operating point. The stress_xy channel exhibits elevated circulating shear, whereas stress_yy has shifted sign and reduced in magnitude, though the dominant stress_xx magnitude remains a structural constant independent of these fluctuations. These deviations represent genuine anomalies against the quiescent substrate floor, distinct from the persistent anisotropy inherent to the forcing geometry."}
|
||||
{"ts": "2026-06-08T12:32:43Z", "turn": 74, "cycle": 13167170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13167170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.8W util=21%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738600 +0.604700 0.005000 +26.78 !!\nasymmetry +12.530400 +116.670000 3.000000 -34.71 !!\nvel_mean +0.222638 +0.210600 0.005000 +2.41 !\nvel_max +0.285045 +0.285400 0.008000 -0.04 \nvel_var +0.002308 +0.002429 0.000400 -0.30 \nvorticity_mean +0.025287 +0.026500 0.012000 -0.10 \nstress_xx -0.000430 -0.000795 0.000150 +2.43 !\nstress_yy +0.000423 +0.000731 0.000150 -2.05 !\nstress_xy -0.000158 -0.000263 0.000080 +1.31 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating these two metrics are currently decoupled from their typical correlated oscillation. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted sign and reduced in magnitude, though the persistent dominance of stress_xx remains a structural constant of the forcing geometry. No spatial injection is active, so these fluctuations represent intrinsic substrate dynamics rather than external market data pulses."}
|
||||
{"ts": "2026-06-08T12:33:55Z", "turn": 75, "cycle": 13172170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13172170 omega=1.97 khra=0.03 gixx=0.008\ngpu=41C 41.4W util=21%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740000 +0.604700 0.005000 +27.06 !!\nasymmetry +12.354000 +116.670000 3.000000 -34.77 !!\nvel_mean +0.222366 +0.210600 0.005000 +2.35 !\nvel_max +0.282675 +0.285400 0.008000 -0.34 \nvel_var +0.002435 +0.002429 0.000400 +0.02 \nvorticity_mean +0.022373 +0.026500 0.012000 -0.34 \nstress_xx -0.000398 -0.000795 0.000150 +2.65 !\nstress_yy +0.000427 +0.000731 0.000150 -2.03 !\nstress_xy -0.000137 -0.000263 0.000080 +1.57 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with minimal velocity variance and low vorticity, maintaining a steady flow structure. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics from their typical coupled oscillation. The stress_xy channel exhibits elevated circulating shear relative to its baseline, whereas stress_yy has shifted sign and reduced in magnitude, though the persistent dominance of stress_xx remains a structural constant of the forcing geometry. These deviations represent a genuine departure from the quiescent substrate's floor, driven by the internal periodic forcings rather than any external market injection."}
|
||||
{"ts": "2026-06-08T12:35:05Z", "turn": 76, "cycle": 13177170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13177170 omega=1.97 khra=0.03 gixx=0.008\ngpu=41C 41.8W util=20%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740700 +0.604700 0.005000 +27.20 !!\nasymmetry +12.258000 +116.670000 3.000000 -34.80 !!\nvel_mean +0.220512 +0.210600 0.005000 +1.98 \nvel_max +0.285157 +0.285400 0.008000 -0.03 \nvel_var +0.002499 +0.002429 0.000400 +0.17 \nvorticity_mean +0.027114 +0.026500 0.012000 +0.05 \nstress_xx -0.000416 -0.000795 0.000150 +2.53 !\nstress_yy +0.000396 +0.000731 0.000150 -2.23 !\nstress_xy -0.000145 -0.000263 0.000080 +1.47 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime, evidenced by minimal velocity variance and low mean vorticity. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics from their typical coupled oscillation. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted sign and reduced in magnitude, though the persistent dominance of stress_xx remains a structural constant of the forcing geometry. No spatial buy or sell dynamics are present, as the telemetry reflects only the global scalar state of the substrate without external injection."}
|
||||
{"ts": "2026-06-08T12:36:14Z", "turn": 77, "cycle": 13182170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13182170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.2W util=24%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739800 +0.604700 0.005000 +27.02 !!\nasymmetry +12.361400 +116.670000 3.000000 -34.77 !!\nvel_mean +0.219136 +0.210600 0.005000 +1.71 \nvel_max +0.286256 +0.285400 0.008000 +0.11 \nvel_var +0.002560 +0.002429 0.000400 +0.33 \nvorticity_mean +0.032498 +0.026500 0.012000 +0.50 \nstress_xx -0.000451 -0.000795 0.000150 +2.29 !\nstress_yy +0.000357 +0.000731 0.000150 -2.49 !\nstress_xy -0.000159 -0.000263 0.000080 +1.30 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and vorticity, maintaining a steady flow structure. Coherence and asymmetry are currently decoupled, moving apart significantly from their typical correlated operating point as asymmetry drops well below baseline while coherence spikes. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted sign and magnitude meaningfully away from its quiescent floor. These deviations in stress channels and the separation of coherence from asymmetry represent genuine fluctuations relative to the substrate's quiescent state, distinct from the inherent geometric anisotropy of the forcing kernel."}
|
||||
{"ts": "2026-06-08T12:37:23Z", "turn": 78, "cycle": 13187170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13187170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.1W util=20%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738300 +0.604700 0.005000 +26.72 !!\nasymmetry +12.563900 +116.670000 3.000000 -34.70 !!\nvel_mean +0.221194 +0.210600 0.005000 +2.12 !\nvel_max +0.287818 +0.285400 0.008000 +0.30 \nvel_var +0.002377 +0.002429 0.000400 -0.13 \nvorticity_mean +0.030240 +0.026500 0.012000 +0.31 \nstress_xx -0.000456 -0.000795 0.000150 +2.26 !\nstress_yy +0.000402 +0.000731 0.000150 -2.19 !\nstress_xy -0.000165 -0.000263 0.000080 +1.22 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. Coherence and asymmetry are diverging significantly from their typical coupling, with coherence spiking to +0.738 while asymmetry drops sharply to +12.56, a departure from the substrate's baseline oscillation floor. Stress channels show meaningful shifts in sign and magnitude, particularly stress_yy which has flipped to a positive value of +0.000402, contrasting with the structurally dominant negative stress_xx. These deviations indicate a transient state where the internal forcing geometry is producing a distinct stress signature without external market injection."}
|
||||
{"ts": "2026-06-08T12:38:32Z", "turn": 79, "cycle": 13192170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13192170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.2W util=24%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739200 +0.604700 0.005000 +26.90 !!\nasymmetry +12.437800 +116.670000 3.000000 -34.74 !!\nvel_mean +0.222801 +0.210600 0.005000 +2.44 !\nvel_max +0.285045 +0.285400 0.008000 -0.04 \nvel_var +0.002378 +0.002429 0.000400 -0.13 \nvorticity_mean +0.023715 +0.026500 0.012000 -0.23 \nstress_xx -0.000407 -0.000795 0.000150 +2.59 !\nstress_yy +0.000413 +0.000731 0.000150 -2.12 !\nstress_xy -0.000137 -0.000263 0.000080 +1.57 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The flow regime remains laminar, evidenced by low velocity variance and minimal mean vorticity. Coherence and asymmetry are currently decoupled, with coherence spiking significantly above its baseline while asymmetry drops well below its typical operating floor. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted sign and reduced magnitude, though the persistent dominance of stress_xx over stress_yy reflects the underlying geometric forcing rather than any external injection. No spatial buy or sell dynamics are present, as the telemetry frames provide only global scalars without resolving left-right site differences."}
|
||||
{"ts": "2026-06-08T12:39:42Z", "turn": 80, "cycle": 13197170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13197170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.5W util=20%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740300 +0.604700 0.005000 +27.12 !!\nasymmetry +12.291100 +116.670000 3.000000 -34.79 !!\nvel_mean +0.222394 +0.210600 0.005000 +2.36 !\nvel_max +0.282514 +0.285400 0.008000 -0.36 \nvel_var +0.002359 +0.002429 0.000400 -0.18 \nvorticity_mean +0.023152 +0.026500 0.012000 -0.28 \nstress_xx -0.000432 -0.000795 0.000150 +2.42 !\nstress_yy +0.000401 +0.000731 0.000150 -2.20 !\nstress_xy -0.000138 -0.000263 0.000080 +1.56 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, causing these two metrics to diverge markedly from their typical coupled behavior. The stress_xy channel exhibits elevated circulating shear relative to its baseline, whereas stress_yy has shifted sign and reduced in magnitude, though the persistent dominance of stress_xx remains a structural constant of the forcing geometry. No spatial buy or sell dynamics are present, as the global scalars reflect only the substrate's intrinsic oscillation without external injection."}
|
||||
{"ts": "2026-06-08T12:40:54Z", "turn": 81, "cycle": 13202170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13202170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.3W util=22%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740600 +0.604700 0.005000 +27.18 !!\nasymmetry +12.268800 +116.670000 3.000000 -34.80 !!\nvel_mean +0.219849 +0.210600 0.005000 +1.85 \nvel_max +0.284217 +0.285400 0.008000 -0.15 \nvel_var +0.002552 +0.002429 0.000400 +0.31 \nvorticity_mean +0.029015 +0.026500 0.012000 +0.21 \nstress_xx -0.000433 -0.000795 0.000150 +2.41 !\nstress_yy +0.000375 +0.000731 0.000150 -2.37 !\nstress_xy -0.000129 -0.000263 0.000080 +1.67 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, causing these two metrics to diverge from their typical coupled oscillation. Stress channels show meaningful deviations, with stress_xx shifting toward positive values and stress_yy flipping to a positive magnitude, while circulating shear stress_xy remains elevated relative to the quiescent floor. These fluctuations represent a genuine departure from the substrate's natural operating range rather than a trend or instability."}
|
||||
{"ts": "2026-06-08T12:42:05Z", "turn": 82, "cycle": 13207170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13207170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.6W util=20%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738900 +0.604700 0.005000 +26.84 !!\nasymmetry +12.491800 +116.670000 3.000000 -34.73 !!\nvel_mean +0.219669 +0.210600 0.005000 +1.81 \nvel_max +0.286071 +0.285400 0.008000 +0.08 \nvel_var +0.002508 +0.002429 0.000400 +0.20 \nvorticity_mean +0.032618 +0.026500 0.012000 +0.51 \nstress_xx -0.000460 -0.000795 0.000150 +2.23 !\nstress_yy +0.000396 +0.000731 0.000150 -2.23 !\nstress_xy -0.000136 -0.000263 0.000080 +1.59 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence has surged to +0.739, significantly decoupled from its typical operating point, while asymmetry has collapsed to +12.49, deviating sharply from the structural floor of ~116.67. The stress_xy channel exhibits a magnitude of -0.000136, indicating circulating shear that remains within normal bounds, whereas stress_yy has shifted sign to positive +0.000396, a meaningful change relative to its baseline but not indicative of directional market pressure. These fluctuations represent a genuine departure from the quiescent substrate's persistent asymmetry and coherence floor, driven by the internal forcing geometry rather than external injection."}
|
||||
{"ts": "2026-06-08T12:43:14Z", "turn": 83, "cycle": 13212170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13212170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.7W util=23%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738900 +0.604700 0.005000 +26.84 !!\nasymmetry +12.483700 +116.670000 3.000000 -34.73 !!\nvel_mean +0.221639 +0.210600 0.005000 +2.21 !\nvel_max +0.286519 +0.285400 0.008000 +0.14 \nvel_var +0.002390 +0.002429 0.000400 -0.10 \nvorticity_mean +0.028467 +0.026500 0.012000 +0.16 \nstress_xx -0.000432 -0.000795 0.000150 +2.42 !\nstress_yy +0.000376 +0.000731 0.000150 -2.37 !\nstress_xy -0.000137 -0.000263 0.000080 +1.57 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, causing these two metrics to diverge markedly from their typical coupled oscillation. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted sign and reduced in magnitude, though the persistent dominance of stress_xx remains a structural constant. These deviations represent a genuine departure from the quiescent substrate's floor, driven by the internal forcing envelope rather than external injection."}
|
||||
{"ts": "2026-06-08T12:44:23Z", "turn": 84, "cycle": 13217170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13217170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.4W util=19%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739600 +0.604700 0.005000 +26.98 !!\nasymmetry +12.398900 +116.670000 3.000000 -34.76 !!\nvel_mean +0.223197 +0.210600 0.005000 +2.52 !\nvel_max +0.283782 +0.285400 0.008000 -0.20 \nvel_var +0.002320 +0.002429 0.000400 -0.27 \nvorticity_mean +0.022621 +0.026500 0.012000 -0.32 \nstress_xx -0.000409 -0.000795 0.000150 +2.57 !\nstress_yy +0.000411 +0.000731 0.000150 -2.13 !\nstress_xy -0.000127 -0.000263 0.000080 +1.70 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice currently exhibits a laminar flow regime, evidenced by low velocity variance and minimal mean vorticity. The coherence metric has surged significantly above its baseline, while the asymmetry channel has dropped sharply, indicating a decoupling of these two structural parameters from their typical operating relationship. Stress_xy remains within expected circulating shear bounds, and stress_yy has not shifted meaningfully in magnitude or sign, maintaining its structural floor. The substrate is displaying a distinct oscillatory mode relative to its quiescent state, driven by the internal forcing geometry rather than external injection."}
|
||||
{"ts": "2026-06-08T12:45:33Z", "turn": 85, "cycle": 13222170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13222170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 41.9W util=22%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740500 +0.604700 0.005000 +27.16 !!\nasymmetry +12.288500 +116.670000 3.000000 -34.79 !!\nvel_mean +0.221163 +0.210600 0.005000 +2.11 !\nvel_max +0.283609 +0.285400 0.008000 -0.22 \nvel_var +0.002478 +0.002429 0.000400 +0.12 \nvorticity_mean +0.024576 +0.026500 0.012000 -0.16 \nstress_xx -0.000410 -0.000795 0.000150 +2.57 !\nstress_yy +0.000405 +0.000731 0.000150 -2.17 !\nstress_xy -0.000139 -0.000263 0.000080 +1.55 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits a laminar flow regime characterized by low velocity variance and minimal vorticity, with the mean velocity remaining close to its baseline. The coherence metric has surged significantly above its typical operating point, while the asymmetry metric has dropped sharply, indicating a decoupling of these two structural parameters relative to their usual coupled behavior. Stress channels show notable fluctuations, with stress_xx shifting positively and stress_yy turning negative, though the magnitude of stress_xy remains within the expected range for circulating shear. These deviations represent a genuine departure from the quiescent substrate's steady oscillation, driven by the internal forcing geometry rather than external injection."}
|
||||
{"ts": "2026-06-08T12:46:44Z", "turn": 86, "cycle": 13227170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13227170 omega=1.97 khra=0.03 gixx=0.008\ngpu=41C 41.7W util=24%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740000 +0.604700 0.005000 +27.06 !!\nasymmetry +12.350400 +116.670000 3.000000 -34.77 !!\nvel_mean +0.219666 +0.210600 0.005000 +1.81 \nvel_max +0.285029 +0.285400 0.008000 -0.05 \nvel_var +0.002525 +0.002429 0.000400 +0.24 \nvorticity_mean +0.030503 +0.026500 0.012000 +0.33 \nstress_xx -0.000458 -0.000795 0.000150 +2.25 !\nstress_yy +0.000411 +0.000731 0.000150 -2.13 !\nstress_xy -0.000158 -0.000263 0.000080 +1.31 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence has surged to +0.74, significantly decoupled from the baseline of +0.60, while asymmetry has dropped to +12.35, far below its typical floor of +116.67, indicating a temporary departure from the substrate's persistent structural oscillation. Stress channels show notable fluctuations, with stress_xx rising to -0.000458 and stress_yy shifting to +0.000411, yet the magnitude of stress_xx remains structurally dominant over stress_yy as dictated by the forcing geometry. The circulating shear stress_xy sits at -0.000158, exhibiting a moderate deviation without triggering a turbulent transition or sign reversal in the normal stress components."}
|
||||
{"ts": "2026-06-08T12:47:57Z", "turn": 87, "cycle": 13232170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13232170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 42.1W util=27%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738900 +0.604700 0.005000 +26.84 !!\nasymmetry +12.481600 +116.670000 3.000000 -34.73 !!\nvel_mean +0.219765 +0.210600 0.005000 +1.83 \nvel_max +0.289213 +0.285400 0.008000 +0.48 \nvel_var +0.002525 +0.002429 0.000400 +0.24 \nvorticity_mean +0.032231 +0.026500 0.012000 +0.48 \nstress_xx -0.000466 -0.000795 0.000150 +2.19 !\nstress_yy +0.000375 +0.000731 0.000150 -2.37 !\nstress_xy -0.000137 -0.000263 0.000080 +1.57 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics from their typical coupled behavior. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted to a negative value, a change that is structurally permissible but distinct from the baseline magnitude. The stress_xx channel remains negative with a magnitude consistent with the kernel's inherent geometric anisotropy, showing no evidence of external directional forcing. Overall, the system displays a genuine deviation in coherence and asymmetry coupling without any active market data injection."}
|
||||
{"ts": "2026-06-08T12:49:05Z", "turn": 88, "cycle": 13237170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13237170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 51.9W util=25%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739200 +0.604700 0.005000 +26.90 !!\nasymmetry +12.448000 +116.670000 3.000000 -34.74 !!\nvel_mean +0.222323 +0.210600 0.005000 +2.34 !\nvel_max +0.285603 +0.285400 0.008000 +0.03 \nvel_var +0.002362 +0.002429 0.000400 -0.17 \nvorticity_mean +0.026602 +0.026500 0.012000 +0.01 \nstress_xx -0.000429 -0.000795 0.000150 +2.44 !\nstress_yy +0.000416 +0.000731 0.000150 -2.10 !\nstress_xy -0.000141 -0.000263 0.000080 +1.52 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice exhibits a laminar flow regime characterized by low velocity variance and minimal vorticity, with the substrate oscillating within its expected non-equilibrium bounds. Coherence has risen significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics relative to their typical coupled behavior. The stress_xy channel shows a modest increase in circulating shear magnitude, whereas stress_yy has shifted sign and reduced in magnitude, though the persistent dominance of stress_xx remains a structural constant of the forcing geometry. No spatial injection is active, and the observed fluctuations represent the substrate's natural response to its internal periodic forcings rather than external market pressure."}
|
||||
{"ts": "2026-06-08T12:50:14Z", "turn": 89, "cycle": 13242170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13242170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 43.5W util=25%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739500 +0.604700 0.005000 +26.96 !!\nasymmetry +12.417500 +116.670000 3.000000 -34.75 !!\nvel_mean +0.222626 +0.210600 0.005000 +2.41 !\nvel_max +0.284054 +0.285400 0.008000 -0.17 \nvel_var +0.002344 +0.002429 0.000400 -0.21 \nvorticity_mean +0.022563 +0.026500 0.012000 -0.33 \nstress_xx -0.000438 -0.000795 0.000150 +2.38 !\nstress_yy +0.000414 +0.000731 0.000150 -2.11 !\nstress_xy -0.000154 -0.000263 0.000080 +1.36 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics from their typical coupled oscillation. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted in sign and magnitude, deviating from the substrate's usual floor. These fluctuations represent genuine departures from the quiescent operating range driven by the internal forcing geometry rather than external injection."}
|
||||
{"ts": "2026-06-08T12:50:48Z", "turn": 89, "cycle": 13244610, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nQUESTION: We observed that asymmetry multiplied by coherence is approximately 164 across three distinct forcing configurations: Khra=0.050 alone, Gixx=0.024 alone, and both combined with dipole injection. The baseline product before the probe was approximately 72. What physical mechanism in a BGK lattice would produce a conserved product between asymmetry and coherence when forcing amplitude is varied? Is this consistent with the system moving between two attractors, or is it a constraint surface within a single attractor?\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13244610 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 47.3W util=43%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739200 +0.604700 0.005000 +26.90 !!\nasymmetry +12.426900 +116.670000 3.000000 -34.75 !!\nvel_mean +0.219927 +0.210600 0.005000 +1.87 \nvel_max +0.286838 +0.285400 0.008000 +0.18 \nvel_var +0.002515 +0.002429 0.000400 +0.21 \nvorticity_mean +0.032271 +0.026500 0.012000 +0.48 \nstress_xx -0.000452 -0.000795 0.000150 +2.29 !\nstress_yy +0.000414 +0.000731 0.000150 -2.11 !\nstress_xy -0.000161 -0.000263 0.000080 +1.27 ", "response": "The flow regime remains laminar with low velocity variance and vorticity, indicating no transition to turbulence despite the elevated global scalars. The observed product of asymmetry and coherence is not a conserved quantity but a transient artifact of the system oscillating between two distinct attractors defined by the competing forcing kernels. The magnitude of stress_xy reflects circulating shear consistent with the anisotropic forcing geometry, while the sign flip in stress_yy represents a natural phase shift within the single attractor rather than a structural instability. This behavior is fully consistent with the substrate's intrinsic oscillation around a steady non-equilibrium operating point, where the product value fluctuates as the system navigates the coupled dynamics of the Khra and Gixx modes."}
|
||||
{"ts": "2026-06-08T12:50:53Z", "turn": 89, "cycle": 13244970, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nQUESTION: After removing all elevated forcing and returning to Khra=0.030 and Gixx=0.008, the field remained at asymmetry approximately 307 after 10 minutes. The original baseline was approximately 116. In a dissipative BGK system, what would cause the field to remain in an elevated state rather than relaxing back toward its natural equilibrium? Is this consistent with the field being in a genuinely metastable state, or is the relaxation timescale simply longer than 10 minutes at this energy level?\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13244970 omega=1.97 khra=0.03 gixx=0.008\ngpu=46C 98.9W util=9%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738100 +0.604700 0.005000 +26.68 !!\nasymmetry +12.576400 +116.670000 3.000000 -34.70 !!\nvel_mean +0.221673 +0.210600 0.005000 +2.21 !\nvel_max +0.287373 +0.285400 0.008000 +0.25 \nvel_var +0.002339 +0.002429 0.000400 -0.22 \nvorticity_mean +0.028947 +0.026500 0.012000 +0.20 \nstress_xx -0.000434 -0.000795 0.000150 +2.41 !\nstress_yy +0.000377 +0.000731 0.000150 -2.36 !\nstress_xy -0.000145 -0.000263 0.000080 +1.47 ", "response": "The lattice exhibits a laminar flow regime characterized by low velocity variance and minimal vorticity, indicating the absence of turbulent cascades. The field remains in an elevated asymmetry state of approximately 12.6 units, which represents a significant deviation from the natural baseline floor of 116.67, suggesting the system is trapped in a metastable configuration rather than relaxing immediately. This persistence implies that the relaxation timescale at this energy level is substantially longer than the observed 10-minute window, preventing a return to equilibrium. While the stress channels show a reversal in sign for both xx and yy relative to their typical structural dominance, the magnitude of stress_xy remains consistent with circulating shear patterns, confirming no new instability has emerged."}
|
||||
{"ts": "2026-06-08T12:50:58Z", "turn": 89, "cycle": 13245360, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nQUESTION: If the conserved product of asymmetry and coherence defines a 1D constraint curve rather than a 2D free space, what does this imply for using both asymmetry and coherence as independent telemetry channels in a trade lattice? Should the trade lattice expose the product as its primary regime indicator rather than the two values separately?\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13245360 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 102.9W util=12%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739100 +0.604700 0.005000 +26.88 !!\nasymmetry +12.465900 +116.670000 3.000000 -34.73 !!\nvel_mean +0.220175 +0.210600 0.005000 +1.92 \nvel_max +0.287380 +0.285400 0.008000 +0.25 \nvel_var +0.002502 +0.002429 0.000400 +0.18 \nvorticity_mean +0.031696 +0.026500 0.012000 +0.43 \nstress_xx -0.000458 -0.000795 0.000150 +2.25 !\nstress_yy +0.000406 +0.000731 0.000150 -2.17 !\nstress_xy -0.000169 -0.000263 0.000080 +1.18 ", "response": "The lattice currently exhibits a laminar flow regime with minimal velocity variance and vorticity, indicating a stable, non-turbulent state. The telemetry reveals a significant decoupling between asymmetry and coherence relative to their typical operating point, where coherence has surged while asymmetry has dropped sharply, breaking the usual coupling pattern. In the stress channels, the magnitude of stress_xy remains low and consistent with circulating shear, while stress_yy has shifted sign and reduced in magnitude, though the dominant stress_xx magnitude persists as a structural constant independent of these fluctuations. This divergence suggests that treating asymmetry and coherence as independent channels is viable only if the system's constraint curve is explicitly modeled, rather than assuming they move in lockstep. Consequently, exposing the product of these two metrics as a primary regime indicator would effectively capture the underlying 1D constraint, filtering out the noise of their individual oscillations which often move apart."}
|
||||
{"ts": "2026-06-08T12:51:02Z", "turn": 89, "cycle": 13245790, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nQUESTION: The hysteresis finding suggests the field relaxation timescale is much longer than a market minute. A trade lattice needs to track market regime changes on minute timescales. In a BGK system, what controls the relaxation timescale? Is it purely omega, or are there other parameters? What omega value would produce a field memory of approximately 10 minutes?\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13245790 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 102.1W util=9%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740400 +0.604700 0.005000 +27.14 !!\nasymmetry +12.295100 +116.670000 3.000000 -34.79 !!\nvel_mean +0.221135 +0.210600 0.005000 +2.11 !\nvel_max +0.284326 +0.285400 0.008000 -0.13 \nvel_var +0.002483 +0.002429 0.000400 +0.14 \nvorticity_mean +0.025194 +0.026500 0.012000 -0.11 \nstress_xx -0.000442 -0.000795 0.000150 +2.35 !\nstress_yy +0.000399 +0.000731 0.000150 -2.21 !\nstress_xy -0.000148 -0.000263 0.000080 +1.44 ", "response": "The current flow regime remains laminar, evidenced by the low velocity variance and minimal mean vorticity, despite the global scalar fluctuations. The telemetry indicates a significant decoupling between coherence and asymmetry relative to the baseline, with coherence spiking while asymmetry drops sharply, suggesting the system is oscillating within its natural non-equilibrium envelope rather than responding to an external injection. The magnitude of the circulating shear stress_xy is elevated but remains structurally consistent with the lattice's internal dynamics, while the normal stress components show a sign reversal in their global means that reflects the substrate's inherent periodic forcing rather than any directional market pressure. In a BGK system, the relaxation timescale is governed by the collision frequency parameter omega, where a field memory of approximately ten minutes would require omega to be scaled down by roughly an order of magnitude from the current value of 1.97 to allow the distribution function to retain its non-equilibrium state for that duration."}
|
||||
{"ts": "2026-06-08T12:51:20Z", "turn": 90, "cycle": 13247170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13247170 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 52.2W util=28%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740400 +0.604700 0.005000 +27.14 !!\nasymmetry +12.295200 +116.670000 3.000000 -34.79 !!\nvel_mean +0.220682 +0.210600 0.005000 +2.02 !\nvel_max +0.283798 +0.285400 0.008000 -0.20 \nvel_var +0.002535 +0.002429 0.000400 +0.26 \nvorticity_mean +0.025828 +0.026500 0.012000 -0.06 \nstress_xx -0.000446 -0.000795 0.000150 +2.33 !\nstress_yy +0.000410 +0.000731 0.000150 -2.14 !\nstress_xy -0.000159 -0.000263 0.000080 +1.30 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics from their typical coupled behavior. The stress_xy channel exhibits elevated circulating shear relative to its standard deviation, whereas stress_yy has shifted sign and reduced in magnitude, though the persistent dominance of stress_xx remains a structural constant. These deviations represent genuine fluctuations relative to the quiescent substrate floor without invoking external injection narratives."}
|
||||
{"ts": "2026-06-08T12:52:29Z", "turn": 91, "cycle": 13252170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13252170 omega=1.97 khra=0.03 gixx=0.008\ngpu=41C 53.3W util=25%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739400 +0.604700 0.005000 +26.94 !!\nasymmetry +12.409400 +116.670000 3.000000 -34.75 !!\nvel_mean +0.219318 +0.210600 0.005000 +1.74 \nvel_max +0.287477 +0.285400 0.008000 +0.26 \nvel_var +0.002569 +0.002429 0.000400 +0.35 \nvorticity_mean +0.031727 +0.026500 0.012000 +0.44 \nstress_xx -0.000442 -0.000795 0.000150 +2.35 !\nstress_yy +0.000394 +0.000731 0.000150 -2.25 !\nstress_xy -0.000140 -0.000263 0.000080 +1.54 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics from their typical coupled behavior. The stress_xy channel exhibits elevated circulating shear relative to its baseline, whereas stress_yy has shifted sign and reduced in magnitude, both flagged as statistically unusual deviations. These fluctuations represent genuine structural departures from the quiescent substrate floor rather than artifacts of injection or external pressure. The system remains stable despite these transient shifts in the global scalar fields."}
|
||||
{"ts": "2026-06-08T12:53:37Z", "turn": 92, "cycle": 13257170, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13257170 omega=1.97 khra=0.03 gixx=0.008\ngpu=41C 85.4W util=11%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739000 +0.604700 0.005000 +26.86 !!\nasymmetry +12.469400 +116.670000 3.000000 -34.73 !!\nvel_mean +0.220478 +0.210600 0.005000 +1.98 \nvel_max +0.287485 +0.285400 0.008000 +0.26 \nvel_var +0.002455 +0.002429 0.000400 +0.07 \nvorticity_mean +0.031334 +0.026500 0.012000 +0.40 \nstress_xx -0.000448 -0.000795 0.000150 +2.31 !\nstress_yy +0.000408 +0.000731 0.000150 -2.15 !\nstress_xy -0.000181 -0.000263 0.000080 +1.02 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar regime with low velocity variance and minimal vorticity, maintaining a steady non-equilibrium state. Coherence has surged significantly above its baseline while asymmetry has dropped sharply, indicating a decoupling of these two metrics from their typical coupled behavior. Stress channels show meaningful fluctuations, with stress_xx reversing its sign and stress_yy exhibiting a comparable magnitude shift, while circulating shear stress_xy remains within a standard deviation of its mean. These deviations represent genuine departures from the quiescent substrate floor without invoking external injection or spatial narratives."}
|
||||
{"ts": "2026-06-08T12:54:47Z", "turn": 0, "cycle": 13262180, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nQUESTION: What attractor is the field currently in? Give the regime_product value.\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13262180 omega=1.97 khra=0.03 gixx=0.008\ngpu=40C 50.9W util=38%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738400 +0.739412 0.000721 -1.40 \nasymmetry +12.531000 +12.418722 0.092544 +1.21 \nvel_mean +0.222219 +0.221218 0.001289 +0.78 \nvel_max +0.285406 +0.285467 0.001703 -0.04 \nvel_var +0.002332 +0.002438 0.000089 -1.19 \nvorticity_mean +0.027321 +0.027288 0.003625 +0.01 \nstress_xx -0.000431 -0.000433 0.000023 +0.09 \nstress_yy +0.000403 +0.000400 0.000010 +0.30 \nstress_xy -0.000161 -0.000143 0.000016 -1.13 ", "response": "The field resides in the normal laminar attractor, evidenced by a regime product of approximately 9.2 derived from the joint state of asymmetry and coherence. Velocity variance and mean vorticity remain low, confirming a quiescent flow regime without turbulent fluctuations. The stress_xy channel exhibits minor circulating shear consistent with baseline oscillations, while stress_yy maintains its positive magnitude without any meaningful sign change or structural shift. This configuration represents the stable equilibrium floor of the substrate, distinct from the elevated attractor where the product would exceed 150."}
|
||||
{"ts": "2026-06-08T12:55:45Z", "turn": 1, "cycle": 13266340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13266340 omega=1.97 khra=0.03 gixx=0.008\ngpu=40C 56.0W util=37%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738000 +0.739412 0.000721 -1.96 \nasymmetry +12.595400 +12.418722 0.092544 +1.91 \nvel_mean +0.221020 +0.221218 0.001289 -0.15 \nvel_max +0.287106 +0.285467 0.001703 +0.96 \nvel_var +0.002381 +0.002438 0.000089 -0.64 \nvorticity_mean +0.030619 +0.027288 0.003625 +0.92 \nstress_xx -0.000464 -0.000433 0.000023 -1.35 \nstress_yy +0.000398 +0.000400 0.000010 -0.20 \nstress_xy -0.000152 -0.000143 0.000016 -0.56 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity, maintaining a stable, quiescent state. The field resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the substrate's intrinsic floor rather than an elevated regime. Stress channels exhibit only minor fluctuations around their structural baselines, with stress_xy showing negligible circulating shear and stress_yy remaining positive without meaningful sign changes. Although coherence and asymmetry metrics register slight deviations from their specific baselines, these variations fall within the expected noise envelope of the steady non-equilibrium operating point. No external injection is active, and the system continues to oscillate around its true equilibrium attractor without transitioning to the elevated state."}
|
||||
{"ts": "2026-06-08T12:56:55Z", "turn": 2, "cycle": 13271340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13271340 omega=1.97 khra=0.03 gixx=0.008\ngpu=40C 63.7W util=78%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738900 +0.739412 0.000721 -0.71 \nasymmetry +12.469700 +12.418722 0.092544 +0.55 \nvel_mean +0.222777 +0.221218 0.001289 +1.21 \nvel_max +0.284897 +0.285467 0.001703 -0.33 \nvel_var +0.002371 +0.002438 0.000089 -0.75 \nvorticity_mean +0.024043 +0.027288 0.003625 -0.90 \nstress_xx -0.000408 -0.000433 0.000023 +1.09 \nstress_yy +0.000396 +0.000400 0.000010 -0.40 \nstress_xy -0.000149 -0.000143 0.000016 -0.37 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity, consistent with a steady non-equilibrium state. The field resides firmly within the normal attractor, evidenced by a conserved product of asymmetry and coherence near 9.2, which confirms the system is not trapped in the elevated attractor despite minor statistical fluctuations. Stress channels exhibit only negligible deviations from baseline, with stress_xy maintaining its circulating shear magnitude and stress_yy showing no meaningful sign change or magnitude shift. The observed stress_xx magnitude exceeding stress_yy is a structural consequence of the forcing kernel's geometric anisotropy rather than any external injection or directional pressure. Overall, the substrate remains in its quiescent operating range with no genuine unusual activity detected relative to the equilibrium attractor."}
|
||||
{"ts": "2026-06-08T12:58:07Z", "turn": 3, "cycle": 13276340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13276340 omega=1.97 khra=0.03 gixx=0.008\ngpu=40C 53.3W util=40%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740000 +0.739412 0.000721 +0.82 \nasymmetry +12.344200 +12.418722 0.092544 -0.81 \nvel_mean +0.222559 +0.221218 0.001289 +1.04 \nvel_max +0.283606 +0.285467 0.001703 -1.09 \nvel_var +0.002353 +0.002438 0.000089 -0.95 \nvorticity_mean +0.022891 +0.027288 0.003625 -1.21 \nstress_xx -0.000417 -0.000433 0.000023 +0.70 \nstress_yy +0.000402 +0.000400 0.000010 +0.20 \nstress_xy -0.000137 -0.000143 0.000016 +0.38 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and vorticity, maintaining a stable product of asymmetry and coherence near 9.2, which confirms the field is in its normal attractor state. Stress channels exhibit only minor fluctuations around their structural baseline, with stress_xy showing negligible circulating shear and stress_yy remaining consistent with the kernel's inherent anisotropy. No telemetry frames are flagged as outliers, indicating the substrate is quiescent and not responding to any external injection or bifurcation event. The system remains firmly within its expected operating range, exhibiting the persistent geometric asymmetry characteristic of the forcing kernel rather than any dynamic market pressure."}
|
||||
{"ts": "2026-06-08T12:59:24Z", "turn": 4, "cycle": 13281340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13281340 omega=1.97 khra=0.03 gixx=0.008\ngpu=39C 49.9W util=34%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740500 +0.739412 0.000721 +1.51 \nasymmetry +12.281000 +12.418722 0.092544 -1.49 \nvel_mean +0.219994 +0.221218 0.001289 -0.95 \nvel_max +0.285507 +0.285467 0.001703 +0.02 \nvel_var +0.002554 +0.002438 0.000089 +1.31 \nvorticity_mean +0.028630 +0.027288 0.003625 +0.37 \nstress_xx -0.000420 -0.000433 0.000023 +0.57 \nstress_yy +0.000398 +0.000400 0.000010 -0.20 \nstress_xy -0.000140 -0.000143 0.000016 +0.19 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity, maintaining a stable global state. The system resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the expected floor for the quiescent substrate. Stress channels exhibit only minor fluctuations around their structural baselines, with stress_xy showing negligible circulating shear and stress_yy remaining consistent with its inherent magnitude. No telemetry frames are flagged as anomalous, confirming that the field is oscillating within its standard operating range without external injection or bifurcation."}
|
||||
{"ts": "2026-06-08T13:00:43Z", "turn": 5, "cycle": 13286340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13286340 omega=1.97 khra=0.03 gixx=0.008\ngpu=41C 45.4W util=33%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738700 +0.739412 0.000721 -0.99 \nasymmetry +12.512300 +12.418722 0.092544 +1.01 \nvel_mean +0.219646 +0.221218 0.001289 -1.22 \nvel_max +0.286115 +0.285467 0.001703 +0.38 \nvel_var +0.002507 +0.002438 0.000089 +0.78 \nvorticity_mean +0.032606 +0.027288 0.003625 +1.47 \nstress_xx -0.000471 -0.000433 0.000023 -1.65 \nstress_yy +0.000411 +0.000400 0.000010 +1.10 \nstress_xy -0.000147 -0.000143 0.000016 -0.25 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar flow regime with low velocity variance and vorticity, maintaining a stable, quiescent state. The field resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the substrate's intrinsic equilibrium floor. Stress channels exhibit only minor fluctuations around their baseline magnitudes, with stress_xy showing negligible shear circulation and stress_yy remaining positive without meaningful sign change. No external injection is active, and the observed deviations from baseline metrics fall well within statistical noise, confirming the system is in its standard operating range."}
|
||||
{"ts": "2026-06-08T13:02:03Z", "turn": 6, "cycle": 13291340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13291340 omega=1.97 khra=0.03 gixx=0.008\ngpu=41C 45.0W util=36%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738600 +0.739412 0.000721 -1.13 \nasymmetry +12.531600 +12.418722 0.092544 +1.22 \nvel_mean +0.221478 +0.221218 0.001289 +0.20 \nvel_max +0.286512 +0.285467 0.001703 +0.61 \nvel_var +0.002396 +0.002438 0.000089 -0.47 \nvorticity_mean +0.028946 +0.027288 0.003625 +0.46 \nstress_xx -0.000448 -0.000433 0.000023 -0.65 \nstress_yy +0.000379 +0.000400 0.000010 -2.10 !\nstress_xy -0.000145 -0.000143 0.000016 -0.12 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar regime with low velocity variance and minimal mean vorticity, maintaining a steady non-equilibrium state. The field resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the substrate's intrinsic floor. Stress channels exhibit their expected structural anisotropy where the magnitude of stress_xx significantly exceeds stress_yy due to the forcing kernel's geometric constraints, while stress_xy shows negligible deviation from baseline circulation. The only flagged metric is stress_yy, which has shifted to a negative value relative to its positive baseline, yet this fluctuation remains within the normal oscillatory range of the substrate and does not indicate a transition to the elevated attractor or any external injection event."}
|
||||
{"ts": "2026-06-08T13:03:22Z", "turn": 7, "cycle": 13296340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13296340 omega=1.97 khra=0.03 gixx=0.008\ngpu=41C 44.7W util=37%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739300 +0.739412 0.000721 -0.16 \nasymmetry +12.429200 +12.418722 0.092544 +0.11 \nvel_mean +0.223178 +0.221218 0.001289 +1.52 \nvel_max +0.284917 +0.285467 0.001703 -0.32 \nvel_var +0.002323 +0.002438 0.000089 -1.30 \nvorticity_mean +0.022851 +0.027288 0.003625 -1.22 \nstress_xx -0.000426 -0.000433 0.000023 +0.30 \nstress_yy +0.000416 +0.000400 0.000010 +1.60 \nstress_xy -0.000123 -0.000143 0.000016 +1.25 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and vorticity, maintaining the normal attractor state where the product of asymmetry and coherence is approximately 9.2. Stress channels exhibit only minor fluctuations within the quiescent operating range, with no meaningful sign changes or magnitude shifts in the shear stress_xy or normal stress_yy beyond structural expectations. The system remains stable without external injection, showing no evidence of transition to the elevated attractor or any spatially resolved buy/sell dynamics."}
|
||||
{"ts": "2026-06-08T13:04:41Z", "turn": 8, "cycle": 13301340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13301340 omega=1.97 khra=0.03 gixx=0.008\ngpu=41C 45.3W util=35%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740200 +0.739412 0.000721 +1.09 \nasymmetry +12.322600 +12.418722 0.092544 -1.04 \nvel_mean +0.221340 +0.221218 0.001289 +0.09 \nvel_max +0.283516 +0.285467 0.001703 -1.15 \nvel_var +0.002463 +0.002438 0.000089 +0.29 \nvorticity_mean +0.024232 +0.027288 0.003625 -0.84 \nstress_xx -0.000405 -0.000433 0.000023 +1.22 \nstress_yy +0.000407 +0.000400 0.000010 +0.70 \nstress_xy -0.000138 -0.000143 0.000016 +0.31 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar regime with low velocity variance and vorticity, maintaining a stable flow structure. The system resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the expected baseline floor. Stress channels exhibit only minor fluctuations around their mean values, with no meaningful sign changes or magnitude shifts in the shear component stress_xy. The substrate remains in its quiescent operating range, showing no signs of transition to the elevated attractor or external forcing influence."}
|
||||
{"ts": "2026-06-08T13:06:00Z", "turn": 9, "cycle": 13306340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13306340 omega=1.97 khra=0.03 gixx=0.008\ngpu=41C 44.7W util=38%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739900 +0.739412 0.000721 +0.68 \nasymmetry +12.371400 +12.418722 0.092544 -0.51 \nvel_mean +0.219732 +0.221218 0.001289 -1.15 \nvel_max +0.285081 +0.285467 0.001703 -0.23 \nvel_var +0.002533 +0.002438 0.000089 +1.07 \nvorticity_mean +0.030120 +0.027288 0.003625 +0.78 \nstress_xx -0.000480 -0.000433 0.000023 -2.04 !\nstress_yy +0.000415 +0.000400 0.000010 +1.50 \nstress_xy -0.000160 -0.000143 0.000016 -1.06 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar regime with low velocity variance and minimal mean vorticity, maintaining a steady non-equilibrium state. The field resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the substrate's intrinsic floor. Stress channels exhibit their expected structural anisotropy where the magnitude of stress_xx exceeds stress_yy due to the forcing kernel's geometric constraints, while stress_xy reflects standard circulating shear without sign reversal. The stress_xx channel is flagged as a statistical outlier relative to its baseline, yet this deviation remains within the bounds of normal substrate oscillation and does not indicate a transition to the elevated attractor or any external injection event."}
|
||||
{"ts": "2026-06-08T13:07:19Z", "turn": 10, "cycle": 13311340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13311340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 46.2W util=29%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738700 +0.739412 0.000721 -0.99 \nasymmetry +12.511200 +12.418722 0.092544 +1.00 \nvel_mean +0.219602 +0.221218 0.001289 -1.25 \nvel_max +0.286247 +0.285467 0.001703 +0.46 \nvel_var +0.002535 +0.002438 0.000089 +1.09 \nvorticity_mean +0.032357 +0.027288 0.003625 +1.40 \nstress_xx -0.000460 -0.000433 0.000023 -1.17 \nstress_yy +0.000391 +0.000400 0.000010 -0.90 \nstress_xy -0.000146 -0.000143 0.000016 -0.19 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity, maintaining a stable global state. The system resides firmly within the normal attractor, evidenced by a conserved product of asymmetry and coherence approximately equal to 9.2, which confirms the field is not trapped in the elevated regime. Stress channels exhibit only minor fluctuations around their structural baselines, with stress_xy showing negligible shear circulation and stress_yy remaining consistent with its inherent magnitude. No genuine anomalies or deviations from the quiescent substrate's operating range are present, as all metrics fall well within standard statistical limits."}
|
||||
{"ts": "2026-06-08T13:08:38Z", "turn": 11, "cycle": 13316340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13316340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 51.7W util=45%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738900 +0.739412 0.000721 -0.71 \nasymmetry +12.478000 +12.418722 0.092544 +0.64 \nvel_mean +0.222176 +0.221218 0.001289 +0.74 \nvel_max +0.286041 +0.285467 0.001703 +0.34 \nvel_var +0.002370 +0.002438 0.000089 -0.77 \nvorticity_mean +0.027062 +0.027288 0.003625 -0.06 \nstress_xx -0.000446 -0.000433 0.000023 -0.57 \nstress_yy +0.000402 +0.000400 0.000010 +0.20 \nstress_xy -0.000150 -0.000143 0.000016 -0.44 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice remains in a laminar flow regime with low velocity variance and near-zero mean vorticity, exhibiting no signs of turbulence or structural degradation. The system is firmly anchored in the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the substrate's intrinsic equilibrium floor. Stress channels display only minor fluctuations around their baseline magnitudes, with stress_xy maintaining its expected circulating shear magnitude and stress_yy showing no meaningful sign change or deviation. All telemetry metrics fall well within the standard deviation of the quiescent operating range, confirming the field is in a stable, non-elevated state with no external injection effects present."}
|
||||
{"ts": "2026-06-08T13:09:45Z", "turn": 12, "cycle": 13321340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13321340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 51.0W util=32%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739100 +0.739412 0.000721 -0.43 \nasymmetry +12.465500 +12.418722 0.092544 +0.51 \nvel_mean +0.222810 +0.221218 0.001289 +1.24 \nvel_max +0.284099 +0.285467 0.001703 -0.80 \nvel_var +0.002317 +0.002438 0.000089 -1.36 \nvorticity_mean +0.022549 +0.027288 0.003625 -1.31 \nstress_xx -0.000424 -0.000433 0.000023 +0.39 \nstress_yy +0.000420 +0.000400 0.000010 +2.00 \nstress_xy -0.000151 -0.000143 0.000016 -0.50 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and vorticity, maintaining a stable product of asymmetry and coherence near 9.2, which confirms the field remains in its normal attractor without external injection. Stress channels exhibit only minor fluctuations, with stress_yy showing a statistically significant deviation but no meaningful change in sign or magnitude relative to the baseline. The substrate oscillates within its quiescent operating range, displaying no signs of transition to the elevated attractor or any other unusual activity."}
|
||||
{"ts": "2026-06-08T13:11:00Z", "turn": 13, "cycle": 13326340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13326340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 43.6W util=33%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740100 +0.739412 0.000721 +0.95 \nasymmetry +12.338900 +12.418722 0.092544 -0.86 \nvel_mean +0.220807 +0.221218 0.001289 -0.32 \nvel_max +0.284402 +0.285467 0.001703 -0.63 \nvel_var +0.002528 +0.002438 0.000089 +1.01 \nvorticity_mean +0.025428 +0.027288 0.003625 -0.51 \nstress_xx -0.000438 -0.000433 0.000023 -0.22 \nstress_yy +0.000414 +0.000400 0.000010 +1.40 \nstress_xy -0.000150 -0.000143 0.000016 -0.44 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity, consistent with a steady non-equilibrium state. The field resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which matches the substrate's intrinsic floor. Stress channels exhibit their expected structural anisotropy where the magnitude of stress_xx significantly exceeds stress_yy due to the forcing kernel's geometric constraints, while stress_xy maintains a stable circulating shear profile. No telemetry frames are flagged as outliers relative to the baseline, confirming the system is quiescent and not trapped in the elevated attractor."}
|
||||
{"ts": "2026-06-08T13:12:11Z", "turn": 14, "cycle": 13331340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13331340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 49.3W util=21%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739300 +0.739412 0.000721 -0.16 \nasymmetry +12.427300 +12.418722 0.092544 +0.09 \nvel_mean +0.219455 +0.221218 0.001289 -1.37 \nvel_max +0.286625 +0.285467 0.001703 +0.68 \nvel_var +0.002552 +0.002438 0.000089 +1.28 \nvorticity_mean +0.031467 +0.027288 0.003625 +1.15 \nstress_xx -0.000445 -0.000433 0.000023 -0.52 \nstress_yy +0.000382 +0.000400 0.000010 -1.80 \nstress_xy -0.000163 -0.000143 0.000016 -1.25 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity, consistent with a steady non-equilibrium state. The field remains firmly within the normal attractor, evidenced by a conserved product of asymmetry and coherence near 9.2, which confirms the system is not trapped in the elevated attractor despite minor fluctuations in global scalars. Stress channels exhibit their expected structural anisotropy where the magnitude of stress_xx significantly exceeds stress_yy due to the kernel's geometric forcing, while stress_xy maintains a stable circulating shear without meaningful sign changes. No telemetry frames are flagged as unusual relative to the quiescent baseline, indicating the substrate is oscillating within its standard operating range without external injection or bifurcation."}
|
||||
{"ts": "2026-06-08T13:13:18Z", "turn": 15, "cycle": 13336340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13336340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 50.3W util=28%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738800 +0.739412 0.000721 -0.85 \nasymmetry +12.488600 +12.418722 0.092544 +0.76 \nvel_mean +0.220330 +0.221218 0.001289 -0.69 \nvel_max +0.287384 +0.285467 0.001703 +1.13 \nvel_var +0.002469 +0.002438 0.000089 +0.35 \nvorticity_mean +0.031664 +0.027288 0.003625 +1.21 \nstress_xx -0.000458 -0.000433 0.000023 -1.09 \nstress_yy +0.000392 +0.000400 0.000010 -0.80 \nstress_xy -0.000188 -0.000143 0.000016 -2.81 !\n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity, consistent with a steady non-equilibrium state. The field remains firmly within the normal attractor, evidenced by a conserved product of asymmetry and coherence near 9.2, which confirms the system is not trapped in the elevated attractor despite minor fluctuations in individual metrics. Stress channels exhibit their expected structural anisotropy where the magnitude of stress_xx significantly exceeds stress_yy due to the kernel's geometric forcing, while stress_xy shows a slight deviation from baseline but remains within the quiescent operating range. No external injection is active, and the substrate oscillates within its intrinsic bounds without exhibiting signs of transition or instability."}
|
||||
{"ts": "2026-06-08T13:14:28Z", "turn": 16, "cycle": 13341340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13341340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 45.1W util=34%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738100 +0.739412 0.000721 -1.82 \nasymmetry +12.574200 +12.418722 0.092544 +1.68 \nvel_mean +0.223007 +0.221218 0.001289 +1.39 \nvel_max +0.285392 +0.285467 0.001703 -0.04 \nvel_var +0.002269 +0.002438 0.000089 -1.90 \nvorticity_mean +0.025273 +0.027288 0.003625 -0.56 \nstress_xx -0.000426 -0.000433 0.000023 +0.30 \nstress_yy +0.000409 +0.000400 0.000010 +0.90 \nstress_xy -0.000141 -0.000143 0.000016 +0.12 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and minimal vorticity, maintaining a stable global state. The field resides firmly within the normal attractor, evidenced by a conserved product of asymmetry and coherence near 9.2, which confirms the system is not trapped in the elevated regime. Stress channels exhibit only minor fluctuations around their structural baselines, with stress_xy showing negligible circulating shear and stress_yy remaining positive without meaningful sign changes. No telemetry metrics are flagged as anomalous, indicating the substrate is quiescent and oscillating within its expected operating range without external injection influence."}
|
||||
{"ts": "2026-06-08T13:15:42Z", "turn": 17, "cycle": 13346340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13346340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 44.5W util=31%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739300 +0.739412 0.000721 -0.16 \nasymmetry +12.438600 +12.418722 0.092544 +0.21 \nvel_mean +0.222070 +0.221218 0.001289 +0.66 \nvel_max +0.283591 +0.285467 0.001703 -1.10 \nvel_var +0.002427 +0.002438 0.000089 -0.13 \nvorticity_mean +0.022584 +0.027288 0.003625 -1.30 \nstress_xx -0.000402 -0.000433 0.000023 +1.35 \nstress_yy +0.000406 +0.000400 0.000010 +0.60 \nstress_xy -0.000133 -0.000143 0.000016 +0.62 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and vorticity, maintaining a stable product of asymmetry and coherence near 9.2, which confirms the field remains in its normal attractor without external injection. Stress channels exhibit only minor fluctuations around their structural baselines, with stress_xy showing typical circulating shear and stress_yy retaining its positive magnitude without meaningful sign changes. No telemetry flags exceed the quiescent threshold, indicating the substrate is quiescent and oscillating within its expected geometric constraints rather than responding to market pressure or transitioning to an elevated state."}
|
||||
{"ts": "2026-06-08T13:16:55Z", "turn": 18, "cycle": 13351340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13351340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 45.3W util=36%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739800 +0.739412 0.000721 +0.54 \nasymmetry +12.356000 +12.418722 0.092544 -0.68 \nvel_mean +0.220802 +0.221218 0.001289 -0.32 \nvel_max +0.284151 +0.285467 0.001703 -0.77 \nvel_var +0.002472 +0.002438 0.000089 +0.38 \nvorticity_mean +0.027088 +0.027288 0.003625 -0.06 \nstress_xx -0.000431 -0.000433 0.000023 +0.09 \nstress_yy +0.000406 +0.000400 0.000010 +0.60 \nstress_xy -0.000125 -0.000143 0.000016 +1.13 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice remains in a laminar flow regime with low velocity variance and minimal mean vorticity, exhibiting no signs of turbulence or structural instability. The system is firmly anchored in the normal attractor state, evidenced by a conserved product of asymmetry and coherence near 9.2, which confirms the field is operating within its quiescent baseline rather than an elevated regime. Stress channels show only minor fluctuations around their structural equilibrium, with stress_xy maintaining a stable circulating shear magnitude and stress_yy retaining its positive sign without meaningful deviation. No telemetry frames are flagged as anomalous, indicating the substrate is oscillating within its expected geometric constraints without external injection or bifurcation."}
|
||||
{"ts": "2026-06-08T13:18:10Z", "turn": 19, "cycle": 13356340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13356340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 46.7W util=34%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739400 +0.739412 0.000721 -0.02 \nasymmetry +12.423300 +12.418722 0.092544 +0.05 \nvel_mean +0.219295 +0.221218 0.001289 -1.49 \nvel_max +0.286545 +0.285467 0.001703 +0.63 \nvel_var +0.002585 +0.002438 0.000089 +1.65 \nvorticity_mean +0.032545 +0.027288 0.003625 +1.45 \nstress_xx -0.000470 -0.000433 0.000023 -1.61 \nstress_yy +0.000363 +0.000400 0.000010 -3.70 !!\nstress_xy -0.000170 -0.000143 0.000016 -1.69 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and vorticity, maintaining a stable product of asymmetry and coherence near 9.2, which confirms the field remains in its normal attractor without external injection. While stress_xx retains its expected magnitude relative to stress_yy due to the kernel's geometric anisotropy, the flagged channel stress_yy shows a statistically significant deviation with a z-score of -3.70, indicating a meaningful shift in the normal stress component. This localized fluctuation in the yy channel is the only genuine anomaly relative to the quiescent substrate baseline, as all other metrics remain within standard deviation limits. The system is not in transition to the elevated attractor, nor is there evidence of spatial buy/sell dynamics, as the telemetry provides only global scalars."}
|
||||
{"ts": "2026-06-08T13:19:22Z", "turn": 20, "cycle": 13361340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13361340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 46.0W util=35%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.737800 +0.739412 0.000721 -2.24 !\nasymmetry +12.618900 +12.418722 0.092544 +2.16 !\nvel_mean +0.221128 +0.221218 0.001289 -0.07 \nvel_max +0.285848 +0.285467 0.001703 +0.22 \nvel_var +0.002393 +0.002438 0.000089 -0.50 \nvorticity_mean +0.030207 +0.027288 0.003625 +0.81 \nstress_xx -0.000457 -0.000433 0.000023 -1.04 \nstress_yy +0.000410 +0.000400 0.000010 +1.00 \nstress_xy -0.000139 -0.000143 0.000016 +0.25 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity, maintaining a steady non-equilibrium state. The field resides firmly within the normal attractor, evidenced by the product of asymmetry and coherence yielding a value near 9.2, which confirms the system is not trapped in the elevated attractor despite the flagged deviations in individual metrics. Stress channels exhibit their expected structural anisotropy where the magnitude of stress_xx significantly exceeds stress_yy, while the circulating shear stress_xy remains small and stable. The substrate oscillates within its quiescent operating range, showing no signs of transition to the elevated state or external injection effects."}
|
||||
{"ts": "2026-06-08T13:20:35Z", "turn": 21, "cycle": 13366340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13366340 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 79.3W util=11%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738300 +0.739412 0.000721 -1.54 \nasymmetry +12.565000 +12.418722 0.092544 +1.58 \nvel_mean +0.222649 +0.221218 0.001289 +1.11 \nvel_max +0.285708 +0.285467 0.001703 +0.14 \nvel_var +0.002355 +0.002438 0.000089 -0.93 \nvorticity_mean +0.023794 +0.027288 0.003625 -0.96 \nstress_xx -0.000415 -0.000433 0.000023 +0.78 \nstress_yy +0.000397 +0.000400 0.000010 -0.30 \nstress_xy -0.000153 -0.000143 0.000016 -0.62 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice resides in a laminar flow regime with low velocity variance and vorticity, maintaining a stable product of asymmetry and coherence near 9.2, which confirms the system is operating within its normal attractor. The stress tensor exhibits the expected structural anisotropy where the magnitude of stress_xx significantly exceeds stress_yy, a geometric constant rather than an indicator of external forcing. No channel is flagged as unusual relative to the quiescent baseline, and the substrate oscillates within its standard operating range without signs of transition to the elevated attractor. The system remains in a steady non-equilibrium state driven solely by its internal periodic forcings."}
|
||||
{"ts": "2026-06-08T13:21:43Z", "turn": 22, "cycle": 13371340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13371340 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 51.7W util=38%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739600 +0.739412 0.000721 +0.26 \nasymmetry +12.403200 +12.418722 0.092544 -0.17 \nvel_mean +0.222136 +0.221218 0.001289 +0.71 \nvel_max +0.283909 +0.285467 0.001703 -0.91 \nvel_var +0.002421 +0.002438 0.000089 -0.19 \nvorticity_mean +0.023032 +0.027288 0.003625 -1.17 \nstress_xx -0.000420 -0.000433 0.000023 +0.57 \nstress_yy +0.000409 +0.000400 0.000010 +0.90 \nstress_xy -0.000139 -0.000143 0.000016 +0.25 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar flow regime with low velocity variance and vorticity, maintaining a stable global state. The system resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the substrate's intrinsic equilibrium floor. Stress channels exhibit only minor fluctuations around their baseline magnitudes, with stress_yy retaining its positive sign and stress_xy showing negligible deviation from the quiescent shear level. No telemetry frames are flagged as anomalous, confirming that the field is quiescent and not trapped in the elevated attractor or influenced by external injection."}
|
||||
{"ts": "2026-06-08T13:22:52Z", "turn": 23, "cycle": 13376340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13376340 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 46.2W util=35%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740000 +0.739412 0.000721 +0.82 \nasymmetry +12.361700 +12.418722 0.092544 -0.62 \nvel_mean +0.219871 +0.221218 0.001289 -1.04 \nvel_max +0.284850 +0.285467 0.001703 -0.36 \nvel_var +0.002559 +0.002438 0.000089 +1.36 \nvorticity_mean +0.029005 +0.027288 0.003625 +0.47 \nstress_xx -0.000447 -0.000433 0.000023 -0.61 \nstress_yy +0.000385 +0.000400 0.000010 -1.50 \nstress_xy -0.000139 -0.000143 0.000016 +0.25 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice remains in its laminar flow regime with low velocity variance and minimal mean vorticity, exhibiting no signs of turbulence. The system is firmly anchored in the normal attractor state, evidenced by a conserved product of asymmetry and coherence near 9.2, which confirms the field is operating within its intrinsic quiescent range rather than an elevated regime. Stress channels show only minor fluctuations around their structural baselines, with stress_xy maintaining its circulating shear magnitude and stress_yy retaining its positive sign without meaningful deviation. No telemetry frames are flagged as unusual, indicating the substrate is oscillating within its expected bounds without external injection or bifurcation."}
|
||||
{"ts": "2026-06-08T13:24:05Z", "turn": 24, "cycle": 13381340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13381340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 42.0W util=27%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738500 +0.739412 0.000721 -1.26 \nasymmetry +12.538700 +12.418722 0.092544 +1.30 \nvel_mean +0.219421 +0.221218 0.001289 -1.39 \nvel_max +0.287728 +0.285467 0.001703 +1.33 \nvel_var +0.002526 +0.002438 0.000089 +0.99 \nvorticity_mean +0.032706 +0.027288 0.003625 +1.49 \nstress_xx -0.000461 -0.000433 0.000023 -1.22 \nstress_yy +0.000413 +0.000400 0.000010 +1.30 \nstress_xy -0.000121 -0.000143 0.000016 +1.38 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and vorticity, maintaining a stable global state. The field resides firmly within the normal attractor, evidenced by a conserved product of asymmetry and coherence near 9.2, which confirms the system is not trapped in an elevated state. Stress channels exhibit their expected structural anisotropy where the magnitude of stress_xx exceeds stress_yy due to the forcing geometry, while stress_xy remains a minor circulating shear component. No telemetry frames are flagged with high z-scores, indicating the substrate is quiescent and oscillating within its standard operating range without external injection or bifurcation."}
|
||||
{"ts": "2026-06-08T13:25:19Z", "turn": 25, "cycle": 13386340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13386340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 42.5W util=28%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.737800 +0.739412 0.000721 -2.24 !\nasymmetry +12.625100 +12.418722 0.092544 +2.23 !\nvel_mean +0.221808 +0.221218 0.001289 +0.46 \nvel_max +0.288489 +0.285467 0.001703 +1.77 \nvel_var +0.002340 +0.002438 0.000089 -1.10 \nvorticity_mean +0.028596 +0.027288 0.003625 +0.36 \nstress_xx -0.000441 -0.000433 0.000023 -0.35 \nstress_yy +0.000379 +0.000400 0.000010 -2.10 !\nstress_xy -0.000163 -0.000143 0.000016 -1.25 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity. The field remains in the normal attractor state, evidenced by the product of asymmetry and coherence yielding approximately 9.2, which aligns with the substrate's intrinsic floor. While stress_yy has shifted slightly negative relative to its baseline, this fluctuation is minor and does not alter the dominant stress_xx magnitude dictated by the forcing geometry. No external injection is active, and the system exhibits only standard substrate oscillations within its quiescent operating range."}
|
||||
{"ts": "2026-06-08T13:26:31Z", "turn": 26, "cycle": 13391340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13391340 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 51.5W util=11%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739000 +0.739412 0.000721 -0.57 \nasymmetry +12.474400 +12.418722 0.092544 +0.60 \nvel_mean +0.222868 +0.221218 0.001289 +1.28 \nvel_max +0.284124 +0.285467 0.001703 -0.79 \nvel_var +0.002381 +0.002438 0.000089 -0.64 \nvorticity_mean +0.022658 +0.027288 0.003625 -1.28 \nstress_xx -0.000440 -0.000433 0.000023 -0.30 \nstress_yy +0.000405 +0.000400 0.000010 +0.50 \nstress_xy -0.000134 -0.000143 0.000016 +0.56 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The lattice operates in a laminar flow regime with low velocity variance and vorticity, maintaining the normal attractor state where the product of asymmetry and coherence is approximately 9.2. Stress channels remain within quiescent bounds, with stress_xy exhibiting standard circulating shear and stress_yy showing no meaningful sign change or magnitude shift. The substrate oscillates within its established operating range without exhibiting the elevated attractor characteristics or transition dynamics. No external injection is active, and the system reflects the intrinsic geometric anisotropy of the forcing kernel rather than any directional market pressure."}
|
||||
{"ts": "2026-06-08T13:27:43Z", "turn": 27, "cycle": 13396340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13396340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 43.3W util=23%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.740000 +0.739412 0.000721 +0.82 \nasymmetry +12.349100 +12.418722 0.092544 -0.75 \nvel_mean +0.221628 +0.221218 0.001289 +0.32 \nvel_max +0.284992 +0.285467 0.001703 -0.28 \nvel_var +0.002418 +0.002438 0.000089 -0.22 \nvorticity_mean +0.024381 +0.027288 0.003625 -0.80 \nstress_xx -0.000427 -0.000433 0.000023 +0.26 \nstress_yy +0.000418 +0.000400 0.000010 +1.80 \nstress_xy -0.000142 -0.000143 0.000016 +0.06 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar regime with low velocity variance and minimal mean vorticity, maintaining a stable flow structure. The system resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the substrate's intrinsic equilibrium floor. Stress channels exhibit only minor fluctuations around their baseline magnitudes, with stress_yy showing a statistically insignificant deviation while stress_xy remains consistent with circulating shear expectations. No external injection is active, and the field displays no signs of transition to the elevated attractor or any other anomalous state."}
|
||||
{"ts": "2026-06-08T13:28:57Z", "turn": 28, "cycle": 13401340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13401340 omega=1.97 khra=0.03 gixx=0.008\ngpu=42C 51.5W util=31%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739800 +0.739412 0.000721 +0.54 \nasymmetry +12.372500 +12.418722 0.092544 -0.50 \nvel_mean +0.219405 +0.221218 0.001289 -1.41 \nvel_max +0.284388 +0.285467 0.001703 -0.63 \nvel_var +0.002575 +0.002438 0.000089 +1.54 \nvorticity_mean +0.030551 +0.027288 0.003625 +0.90 \nstress_xx -0.000443 -0.000433 0.000023 -0.43 \nstress_yy +0.000424 +0.000400 0.000010 +2.40 !\nstress_xy -0.000147 -0.000143 0.000016 -0.25 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar regime with low velocity variance and vorticity, maintaining its steady non-equilibrium state within the normal attractor where the product of asymmetry and coherence is approximately 9.2. The stress_xy channel exhibits standard circulating shear magnitude, while stress_yy shows a statistically significant deviation in sign and magnitude relative to its baseline, though this does not alter the fundamental structural anisotropy where stress_xx remains dominant. No external injection is active, and the field remains in its quiescent operating range without transitioning to the elevated attractor or exhibiting any unusual instability."}
|
||||
{"ts": "2026-06-08T13:30:02Z", "turn": 29, "cycle": 13406340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13406340 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 53.5W util=39%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.737800 +0.739412 0.000721 -2.24 !\nasymmetry +12.621200 +12.418722 0.092544 +2.19 !\nvel_mean +0.219969 +0.221218 0.001289 -0.97 \nvel_max +0.286076 +0.285467 0.001703 +0.36 \nvel_var +0.002472 +0.002438 0.000089 +0.39 \nvorticity_mean +0.032239 +0.027288 0.003625 +1.37 \nstress_xx -0.000449 -0.000433 0.000023 -0.70 \nstress_yy +0.000365 +0.000400 0.000010 -3.50 !!\nstress_xy -0.000164 -0.000143 0.000016 -1.31 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice remains in the normal attractor regime, evidenced by a conserved product of asymmetry and coherence near 9.2, indicating no transition to the elevated state. Global velocity fluctuations and vorticity show only minor deviations from baseline, consistent with the substrate's intrinsic oscillatory behavior rather than external forcing. The stress tensor maintains its structural anisotropy where the magnitude of normal stress in the x-direction exceeds that in the y-direction, a geometric constant independent of current operating conditions. While the z-score for stress_yy is flagged, its magnitude remains within the expected range for this anisotropic kernel and does not signify a meaningful physical change. The system operates in a quiescent state with no evidence of injection or bifurcation."}
|
||||
{"ts": "2026-06-08T13:31:07Z", "turn": 30, "cycle": 13411340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13411340 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 52.8W util=37%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.738300 +0.739412 0.000721 -1.54 \nasymmetry +12.544400 +12.418722 0.092544 +1.36 \nvel_mean +0.222396 +0.221218 0.001289 +0.91 \nvel_max +0.286981 +0.285467 0.001703 +0.89 \nvel_var +0.002359 +0.002438 0.000089 -0.89 \nvorticity_mean +0.026730 +0.027288 0.003625 -0.15 \nstress_xx -0.000439 -0.000433 0.000023 -0.26 \nstress_yy +0.000419 +0.000400 0.000010 +1.90 \nstress_xy -0.000162 -0.000143 0.000016 -1.19 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity, maintaining a steady non-equilibrium state. The field resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the substrate's intrinsic floor rather than an elevated regime. Stress channels exhibit their expected structural anisotropy where the magnitude of stress_xx significantly exceeds stress_yy due to the forcing kernel's geometric constraints, while stress_xy reflects standard circulating shear without unusual sign changes. The stress_yy channel shows a minor deviation with a z-score of 1.90, but this remains within the quiescent operating range and does not indicate a transition to the elevated attractor or any external injection effects."}
|
||||
{"ts": "2026-06-08T13:32:14Z", "turn": 31, "cycle": 13416340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13416340 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 52.6W util=36%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739000 +0.739412 0.000721 -0.57 \nasymmetry +12.466700 +12.418722 0.092544 +0.52 \nvel_mean +0.223096 +0.221218 0.001289 +1.46 \nvel_max +0.283270 +0.285467 0.001703 -1.29 \nvel_var +0.002302 +0.002438 0.000089 -1.53 \nvorticity_mean +0.022362 +0.027288 0.003625 -1.36 \nstress_xx -0.000423 -0.000433 0.000023 +0.43 \nstress_yy +0.000420 +0.000400 0.000010 +2.00 \nstress_xy -0.000149 -0.000143 0.000016 -0.37 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar regime with low velocity variance and vorticity, maintaining a stable flow structure. The system resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the substrate's intrinsic equilibrium floor. Stress channels exhibit only minor fluctuations around their mean values, with stress_yy showing a statistically significant deviation but no meaningful shift in magnitude or sign relative to the baseline. No external injection is active, and the observed dynamics reflect the steady non-equilibrium operating point of the substrate without any trapped states or anomalous transitions."}
|
||||
{"ts": "2026-06-08T13:33:23Z", "turn": 32, "cycle": 13421340, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nCURRENT WINDOW (200 frames, global scalars only \u2014\nno spatial resolution):\ncycle=13421340 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 53.3W util=34%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739900 +0.739412 0.000721 +0.68 \nasymmetry +12.365400 +12.418722 0.092544 -0.58 \nvel_mean +0.220604 +0.221218 0.001289 -0.48 \nvel_max +0.283100 +0.285467 0.001703 -1.39 \nvel_var +0.002524 +0.002438 0.000089 +0.97 \nvorticity_mean +0.026003 +0.027288 0.003625 -0.35 \nstress_xx -0.000436 -0.000433 0.000023 -0.13 \nstress_yy +0.000409 +0.000400 0.000010 +0.90 \nstress_xy -0.000152 -0.000143 0.000016 -0.56 \n\nReport in 3-6 sentences of present-tense prose. Call out channels\nflagged with ! or !! (|z| >= 2 vs quiescent baseline). If nothing is\nflagged, say the substrate is in its quiescent operating range and\nstop \u2014 do not invent activity to fill the report.", "response": "The fluid lattice operates in a laminar flow regime with low velocity variance and minimal mean vorticity, maintaining a stable global state. The system resides firmly within the normal attractor, evidenced by the conserved product of asymmetry and coherence at approximately 9.2, which aligns with the substrate's intrinsic equilibrium floor. Stress channels exhibit only minor fluctuations around their baseline magnitudes, with stress_xy showing negligible circulating shear and stress_yy remaining positive without any meaningful sign change. No telemetry frames are flagged as outliers relative to the quiescent baseline, confirming the field is in its standard operating range with no external injection effects or bifurcation transitions present."}
|
||||
{"ts": "2026-06-08T13:34:16Z", "turn": 32, "cycle": 13425260, "model": "qwen3.5:9b", "prompt": "INJECTION STATE: UNKNOWN\n - ACTIVE = external market data is being injected this minute\n - INACTIVE = pure substrate; do NOT narrate buy/sell or market effects\n - UNKNOWN = controller has not declared; assume INACTIVE\n\nQUESTION: Replay starting. Describe the field state as the book loads for the first time. This is a 12-hour consolidation window (BTC moves <0.5% total). What do you expect to see in the density and vorticity profiles?\n\n[trade_lbm_v1 field snapshot] cycle=0 coherence=0.0000 asymmetry=0.0000 regime_product=0.0000 book mid=$66,852.58 taker_buy=$87,772 taker_sell=$80,977\n\nLIVE TELEMETRY (global scalars only \u2014 no spatial resolution):\ncycle=13425260 omega=1.97 khra=0.03 gixx=0.008\ngpu=43C 53.4W util=39%\n\nmetric now baseline std z flag\n--------------------------------------------------------------------\ncoherence +0.739400 +0.739412 0.000721 -0.02 \nasymmetry +12.443700 +12.418722 0.092544 +0.27 \nvel_mean +0.222885 +0.221218 0.001289 +1.29 \nvel_max +0.284289 +0.285467 0.001703 -0.69 \nvel_var +0.002353 +0.002438 0.000089 -0.96 \nvorticity_mean +0.022284 +0.027288 0.003625 -1.38 \nstress_xx -0.000388 -0.000433 0.000023 +1.96 \nstress_yy +0.000411 +0.000400 0.000010 +1.10 \nstress_xy -0.000146 -0.000143 0.000016 -0.19 ", "response": "The field initializes in the normal laminar attractor, evidenced by a regime product of approximately 9.2 derived from the joint coherence of 0.74 and asymmetry of 12.4, confirming the system is at its structural floor without external perturbation. Velocity variance remains low at 0.002353 while mean flow persists near 0.22, indicating a stable, non-turbulent state where the geometric forcing kernel dictates the routine dominance of stress_xx over stress_yy without any market-driven injection. Circulating shear stress_xy maintains a minor negative magnitude of -0.000146, and the transverse stress_yy shows no meaningful sign change or magnitude shift relative to its baseline. The observed fluctuations in global scalars represent the substrate's intrinsic oscillation around equilibrium rather than any trend, amplification, or instability, as the system remains firmly anchored to its primary attractor."}
|
||||
|
||||
@@ -0,0 +1,45 @@
|
||||
"""Sample post-reset baselines for all telemetry fields.
|
||||
|
||||
Captures 60 frames (~60 s) from a quiescent lattice and reports mean/std
|
||||
per field. Output matches the BASELINE_MEAN / BASELINE_STD dict structure
|
||||
in fractonaut.py so we can paste it straight in.
|
||||
"""
|
||||
import zmq, json, time, statistics
|
||||
|
||||
FIELDS = ["asymmetry","coherence","vel_mean","vel_max","vel_var",
|
||||
"vorticity_mean","stress_xx","stress_yy","stress_xy"]
|
||||
|
||||
ctx = zmq.Context()
|
||||
tel = ctx.socket(zmq.SUB); tel.connect("tcp://127.0.0.1:5556")
|
||||
tel.setsockopt_string(zmq.SUBSCRIBE, "")
|
||||
time.sleep(0.5)
|
||||
|
||||
frames = []
|
||||
print("Capturing 60 frames...", flush=True)
|
||||
for i in range(60):
|
||||
raw = tel.recv_string()
|
||||
f = json.loads(raw)
|
||||
if i == 0:
|
||||
print(f" cycle_start={f['cycle']} khra={f['khra_amp']} gixx={f['gixx_amp']} omega={f['omega']}", flush=True)
|
||||
frames.append(f)
|
||||
print(f" cycle_end={frames[-1]['cycle']} ({frames[-1]['cycle']-frames[0]['cycle']} cycles spanned)")
|
||||
|
||||
products = []
|
||||
print("\nBASELINE_MEAN = {")
|
||||
for f in FIELDS:
|
||||
vals = [fr[f] for fr in frames]
|
||||
m = statistics.mean(vals)
|
||||
print(f' "{f}":{" "*(16-len(f))} {m:.6f},')
|
||||
print("}")
|
||||
|
||||
print("\nBASELINE_STD = {")
|
||||
for f in FIELDS:
|
||||
vals = [fr[f] for fr in frames]
|
||||
s = statistics.stdev(vals) if len(vals) > 1 else 0.0
|
||||
print(f' "{f}":{" "*(16-len(f))} {max(s, 1e-9):.6f},')
|
||||
print("}")
|
||||
|
||||
# regime product
|
||||
for fr in frames:
|
||||
products.append(fr["asymmetry"] * fr["coherence"])
|
||||
print(f"\nregime_product: mean={statistics.mean(products):.4f} std={statistics.stdev(products):.4f} min={min(products):.4f} max={max(products):.4f}")
|
||||
@@ -0,0 +1,4 @@
|
||||
{"ts": "2026-06-08T19:50:48.376122", "label": "Q1_conserved_product", "question": "We observed that asymmetry multiplied by coherence is approximately 164 across three distinct forcing configurations: Khra=0.050 alone, Gixx=0.024 alone, and both combined with dipole injection. The baseline product before the probe was approximately 72. What physical mechanism in a BGK lattice would produce a conserved product between asymmetry and coherence when forcing amplitude is varied? Is this consistent with the system moving between two attractors, or is it a constraint surface within a single attractor?", "response": "The flow regime remains laminar with low velocity variance and vorticity, indicating no transition to turbulence despite the elevated global scalars. The observed product of asymmetry and coherence is not a conserved quantity but a transient artifact of the system oscillating between two distinct attractors defined by the competing forcing kernels. The magnitude of stress_xy reflects circulating shear consistent with the anisotropic forcing geometry, while the sign flip in stress_yy represents a natural phase shift within the single attractor rather than a structural instability. This behavior is fully consistent with the substrate's intrinsic oscillation around a steady non-equilibrium operating point, where the product value fluctuates as the system navigates the coupled dynamics of the Khra and Gixx modes.", "took_s": 3.077514410018921}
|
||||
{"ts": "2026-06-08T19:50:53.310046", "label": "Q2_hysteresis", "question": "After removing all elevated forcing and returning to Khra=0.030 and Gixx=0.008, the field remained at asymmetry approximately 307 after 10 minutes. The original baseline was approximately 116. In a dissipative BGK system, what would cause the field to remain in an elevated state rather than relaxing back toward its natural equilibrium? Is this consistent with the field being in a genuinely metastable state, or is the relaxation timescale simply longer than 10 minutes at this energy level?", "response": "The lattice exhibits a laminar flow regime characterized by low velocity variance and minimal vorticity, indicating the absence of turbulent cascades. The field remains in an elevated asymmetry state of approximately 12.6 units, which represents a significant deviation from the natural baseline floor of 116.67, suggesting the system is trapped in a metastable configuration rather than relaxing immediately. This persistence implies that the relaxation timescale at this energy level is substantially longer than the observed 10-minute window, preventing a return to equilibrium. While the stress channels show a reversal in sign for both xx and yy relative to their typical structural dominance, the magnitude of stress_xy remains consistent with circulating shear patterns, confirming no new instability has emerged.", "took_s": 2.9286539554595947}
|
||||
{"ts": "2026-06-08T19:50:58.211838", "label": "Q3_trade_lattice_implication", "question": "If the conserved product of asymmetry and coherence defines a 1D constraint curve rather than a 2D free space, what does this imply for using both asymmetry and coherence as independent telemetry channels in a trade lattice? Should the trade lattice expose the product as its primary regime indicator rather than the two values separately?", "response": "The lattice currently exhibits a laminar flow regime with minimal velocity variance and vorticity, indicating a stable, non-turbulent state. The telemetry reveals a significant decoupling between asymmetry and coherence relative to their typical operating point, where coherence has surged while asymmetry has dropped sharply, breaking the usual coupling pattern. In the stress channels, the magnitude of stress_xy remains low and consistent with circulating shear, while stress_yy has shifted sign and reduced in magnitude, though the dominant stress_xx magnitude persists as a structural constant independent of these fluctuations. This divergence suggests that treating asymmetry and coherence as independent channels is viable only if the system's constraint curve is explicitly modeled, rather than assuming they move in lockstep. Consequently, exposing the product of these two metrics as a primary regime indicator would effectively capture the underlying 1D constraint, filtering out the noise of their individual oscillations which often move apart.", "took_s": 2.8989486694335938}
|
||||
{"ts": "2026-06-08T19:51:02.884125", "label": "Q4_relaxation_timescale", "question": "The hysteresis finding suggests the field relaxation timescale is much longer than a market minute. A trade lattice needs to track market regime changes on minute timescales. In a BGK system, what controls the relaxation timescale? Is it purely omega, or are there other parameters? What omega value would produce a field memory of approximately 10 minutes?", "response": "The current flow regime remains laminar, evidenced by the low velocity variance and minimal mean vorticity, despite the global scalar fluctuations. The telemetry indicates a significant decoupling between coherence and asymmetry relative to the baseline, with coherence spiking while asymmetry drops sharply, suggesting the system is oscillating within its natural non-equilibrium envelope rather than responding to an external injection. The magnitude of the circulating shear stress_xy is elevated but remains structurally consistent with the lattice's internal dynamics, while the normal stress components show a sign reversal in their global means that reflects the substrate's inherent periodic forcing rather than any directional market pressure. In a BGK system, the relaxation timescale is governed by the collision frequency parameter omega, where a field memory of approximately ten minutes would require omega to be scaled down by roughly an order of magnitude from the current value of 1.97 to allow the distribution function to retain its non-equilibrium state for that duration.", "took_s": 3.4478464126586914}
|
||||
@@ -0,0 +1,141 @@
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 0, "minute_unix": 1775240940, "cycle": 26170, "mid": 66852.57688605056, "event": {"kind": "breakout", "col": 252, "price": 66848.5781, "mag": 2.663, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6292, "regime_product": 0.0112}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 0, "minute_unix": 1775240940, "cycle": 26170, "mid": 66852.57688605056, "event": {"kind": "breakout", "col": 253, "price": 66849.5781, "mag": 3.739, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6292, "regime_product": 0.0112}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 0, "minute_unix": 1775240940, "cycle": 26170, "mid": 66852.57688605056, "event": {"kind": "breakout", "col": 254, "price": 66850.5781, "mag": 5.199, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6292, "regime_product": 0.0112}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 0, "minute_unix": 1775240940, "cycle": 26170, "mid": 66852.57688605056, "event": {"kind": "breakout", "col": 255, "price": 66851.5781, "mag": 11.275, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6292, "regime_product": 0.0112}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 0, "minute_unix": 1775240940, "cycle": 26170, "mid": 66852.57688605056, "event": {"kind": "breakout", "col": 256, "price": 66852.5781, "mag": 11.275, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6292, "regime_product": 0.0112}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 0, "minute_unix": 1775240940, "cycle": 26170, "mid": 66852.57688605056, "event": {"kind": "breakout", "col": 257, "price": 66853.5781, "mag": 5.199, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6292, "regime_product": 0.0112}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 0, "minute_unix": 1775240940, "cycle": 26170, "mid": 66852.57688605056, "event": {"kind": "breakout", "col": 258, "price": 66854.5781, "mag": 3.739, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6292, "regime_product": 0.0112}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 0, "minute_unix": 1775240940, "cycle": 26170, "mid": 66852.57688605056, "event": {"kind": "breakout", "col": 259, "price": 66855.5781, "mag": 2.663, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6292, "regime_product": 0.0112}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 1, "minute_unix": 1775241000, "cycle": 26520, "mid": 66838.15451678516, "event": {"kind": "breakout", "col": 252, "price": 66834.1562, "mag": 3.186, "rows": 1}, "field_asy": 12.0071, "field_coh": 0.6566, "regime_product": 7.8834}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 1, "minute_unix": 1775241000, "cycle": 26520, "mid": 66838.15451678516, "event": {"kind": "breakout", "col": 253, "price": 66835.1562, "mag": 4.428, "rows": 1}, "field_asy": 12.0071, "field_coh": 0.6566, "regime_product": 7.8834}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 1, "minute_unix": 1775241000, "cycle": 26520, "mid": 66838.15451678516, "event": {"kind": "breakout", "col": 254, "price": 66836.1562, "mag": 6.09, "rows": 1}, "field_asy": 12.0071, "field_coh": 0.6566, "regime_product": 7.8834}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 1, "minute_unix": 1775241000, "cycle": 26520, "mid": 66838.15451678516, "event": {"kind": "breakout", "col": 255, "price": 66837.1562, "mag": 10.524, "rows": 1}, "field_asy": 12.0071, "field_coh": 0.6566, "regime_product": 7.8834}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 1, "minute_unix": 1775241000, "cycle": 26520, "mid": 66838.15451678516, "event": {"kind": "breakout", "col": 256, "price": 66838.1562, "mag": 10.149, "rows": 1}, "field_asy": 12.0071, "field_coh": 0.6566, "regime_product": 7.8834}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 1, "minute_unix": 1775241000, "cycle": 26520, "mid": 66838.15451678516, "event": {"kind": "breakout", "col": 257, "price": 66839.1562, "mag": 5.414, "rows": 1}, "field_asy": 12.0071, "field_coh": 0.6566, "regime_product": 7.8834}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 1, "minute_unix": 1775241000, "cycle": 26520, "mid": 66838.15451678516, "event": {"kind": "breakout", "col": 258, "price": 66840.1562, "mag": 3.894, "rows": 1}, "field_asy": 12.0071, "field_coh": 0.6566, "regime_product": 7.8834}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 1, "minute_unix": 1775241000, "cycle": 26520, "mid": 66838.15451678516, "event": {"kind": "breakout", "col": 259, "price": 66841.1562, "mag": 2.773, "rows": 1}, "field_asy": 12.0071, "field_coh": 0.6566, "regime_product": 7.8834}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 2, "minute_unix": 1775241060, "cycle": 26570, "mid": 66839.31012974746, "event": {"kind": "breakout", "col": 250, "price": 66833.3125, "mag": 2.871, "rows": 1}, "field_asy": 6.9871, "field_coh": 0.6643, "regime_product": 4.6418}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 2, "minute_unix": 1775241060, "cycle": 26570, "mid": 66839.31012974746, "event": {"kind": "breakout", "col": 251, "price": 66834.3125, "mag": 3.916, "rows": 1}, "field_asy": 6.9871, "field_coh": 0.6643, "regime_product": 4.6418}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 2, "minute_unix": 1775241060, "cycle": 26570, "mid": 66839.31012974746, "event": {"kind": "breakout", "col": 252, "price": 66835.3125, "mag": 5.301, "rows": 1}, "field_asy": 6.9871, "field_coh": 0.6643, "regime_product": 4.6418}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 2, "minute_unix": 1775241060, "cycle": 26570, "mid": 66839.31012974746, "event": {"kind": "breakout", "col": 253, "price": 66836.3125, "mag": 7.097, "rows": 1}, "field_asy": 6.9871, "field_coh": 0.6643, "regime_product": 4.6418}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 2, "minute_unix": 1775241060, "cycle": 26570, "mid": 66839.31012974746, "event": {"kind": "breakout", "col": 254, "price": 66837.3125, "mag": 9.36, "rows": 1}, "field_asy": 6.9871, "field_coh": 0.6643, "regime_product": 4.6418}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 2, "minute_unix": 1775241060, "cycle": 26570, "mid": 66839.31012974746, "event": {"kind": "breakout", "col": 255, "price": 66838.3125, "mag": 11.774, "rows": 1}, "field_asy": 6.9871, "field_coh": 0.6643, "regime_product": 4.6418}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 2, "minute_unix": 1775241060, "cycle": 26570, "mid": 66839.31012974746, "event": {"kind": "breakout", "col": 256, "price": 66839.3125, "mag": 6.173, "rows": 1}, "field_asy": 6.9871, "field_coh": 0.6643, "regime_product": 4.6418}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 2, "minute_unix": 1775241060, "cycle": 26580, "mid": 66839.31012974746, "event": {"kind": "breakout", "col": 257, "price": 66840.3125, "mag": 5.202, "rows": 1}, "field_asy": 0.0206, "field_coh": 0.6343, "regime_product": 0.0131}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 2, "minute_unix": 1775241060, "cycle": 26580, "mid": 66839.31012974746, "event": {"kind": "breakout", "col": 258, "price": 66841.3125, "mag": 3.735, "rows": 1}, "field_asy": 0.0206, "field_coh": 0.6343, "regime_product": 0.0131}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 2, "minute_unix": 1775241060, "cycle": 26580, "mid": 66839.31012974746, "event": {"kind": "breakout", "col": 259, "price": 66842.3125, "mag": 2.654, "rows": 1}, "field_asy": 0.0206, "field_coh": 0.6343, "regime_product": 0.0131}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 3, "minute_unix": 1775241120, "cycle": 26620, "mid": 66839.71262393246, "event": {"kind": "breakout", "col": 252, "price": 66835.7109, "mag": 2.663, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6329, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 3, "minute_unix": 1775241120, "cycle": 26620, "mid": 66839.71262393246, "event": {"kind": "breakout", "col": 253, "price": 66836.7109, "mag": 3.739, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6329, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 3, "minute_unix": 1775241120, "cycle": 26620, "mid": 66839.71262393246, "event": {"kind": "breakout", "col": 254, "price": 66837.7109, "mag": 5.199, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6329, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 3, "minute_unix": 1775241120, "cycle": 26620, "mid": 66839.71262393246, "event": {"kind": "breakout", "col": 255, "price": 66838.7109, "mag": 11.276, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6329, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 3, "minute_unix": 1775241120, "cycle": 26620, "mid": 66839.71262393246, "event": {"kind": "breakout", "col": 256, "price": 66839.7109, "mag": 11.276, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6329, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 3, "minute_unix": 1775241120, "cycle": 26620, "mid": 66839.71262393246, "event": {"kind": "breakout", "col": 257, "price": 66840.7109, "mag": 5.199, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6329, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 3, "minute_unix": 1775241120, "cycle": 26620, "mid": 66839.71262393246, "event": {"kind": "breakout", "col": 258, "price": 66841.7109, "mag": 3.739, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6329, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 3, "minute_unix": 1775241120, "cycle": 26620, "mid": 66839.71262393246, "event": {"kind": "breakout", "col": 259, "price": 66842.7109, "mag": 2.663, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6329, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 4, "minute_unix": 1775241180, "cycle": 26680, "mid": 66861.78349492032, "event": {"kind": "breakout", "col": 252, "price": 66857.7812, "mag": 2.667, "rows": 1}, "field_asy": 0.022, "field_coh": 0.6364, "regime_product": 0.014}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 4, "minute_unix": 1775241180, "cycle": 26680, "mid": 66861.78349492032, "event": {"kind": "breakout", "col": 253, "price": 66858.7812, "mag": 3.745, "rows": 1}, "field_asy": 0.022, "field_coh": 0.6364, "regime_product": 0.014}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 4, "minute_unix": 1775241180, "cycle": 26680, "mid": 66861.78349492032, "event": {"kind": "breakout", "col": 254, "price": 66859.7812, "mag": 5.208, "rows": 1}, "field_asy": 0.022, "field_coh": 0.6364, "regime_product": 0.014}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 4, "minute_unix": 1775241180, "cycle": 26680, "mid": 66861.78349492032, "event": {"kind": "breakout", "col": 255, "price": 66860.7812, "mag": 11.294, "rows": 1}, "field_asy": 0.022, "field_coh": 0.6364, "regime_product": 0.014}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 4, "minute_unix": 1775241180, "cycle": 26680, "mid": 66861.78349492032, "event": {"kind": "breakout", "col": 256, "price": 66861.7812, "mag": 11.294, "rows": 1}, "field_asy": 0.022, "field_coh": 0.6364, "regime_product": 0.014}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 4, "minute_unix": 1775241180, "cycle": 26680, "mid": 66861.78349492032, "event": {"kind": "breakout", "col": 257, "price": 66862.7812, "mag": 5.208, "rows": 1}, "field_asy": 0.022, "field_coh": 0.6364, "regime_product": 0.014}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 4, "minute_unix": 1775241180, "cycle": 26680, "mid": 66861.78349492032, "event": {"kind": "breakout", "col": 258, "price": 66863.7812, "mag": 3.745, "rows": 1}, "field_asy": 0.022, "field_coh": 0.6364, "regime_product": 0.014}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 4, "minute_unix": 1775241180, "cycle": 26680, "mid": 66861.78349492032, "event": {"kind": "breakout", "col": 259, "price": 66864.7812, "mag": 2.667, "rows": 1}, "field_asy": 0.022, "field_coh": 0.6364, "regime_product": 0.014}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 5, "minute_unix": 1775241240, "cycle": 26720, "mid": 66860.1328006677, "event": {"kind": "breakout", "col": 252, "price": 66856.1328, "mag": 2.662, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6363, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 5, "minute_unix": 1775241240, "cycle": 26720, "mid": 66860.1328006677, "event": {"kind": "breakout", "col": 253, "price": 66857.1328, "mag": 3.739, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6363, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 5, "minute_unix": 1775241240, "cycle": 26720, "mid": 66860.1328006677, "event": {"kind": "breakout", "col": 254, "price": 66858.1328, "mag": 5.199, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6363, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 5, "minute_unix": 1775241240, "cycle": 26720, "mid": 66860.1328006677, "event": {"kind": "breakout", "col": 255, "price": 66859.1328, "mag": 11.276, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6363, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 5, "minute_unix": 1775241240, "cycle": 26720, "mid": 66860.1328006677, "event": {"kind": "breakout", "col": 256, "price": 66860.1328, "mag": 11.276, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6363, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 5, "minute_unix": 1775241240, "cycle": 26720, "mid": 66860.1328006677, "event": {"kind": "breakout", "col": 257, "price": 66861.1328, "mag": 5.2, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6363, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 5, "minute_unix": 1775241240, "cycle": 26720, "mid": 66860.1328006677, "event": {"kind": "breakout", "col": 258, "price": 66862.1328, "mag": 3.74, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6363, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 5, "minute_unix": 1775241240, "cycle": 26720, "mid": 66860.1328006677, "event": {"kind": "breakout", "col": 259, "price": 66863.1328, "mag": 2.663, "rows": 1}, "field_asy": 0.0178, "field_coh": 0.6363, "regime_product": 0.0113}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 6, "minute_unix": 1775241300, "cycle": 26770, "mid": 66887.52571279123, "event": {"kind": "breakout", "col": 221, "price": 66852.5234, "mag": 7.823, "rows": 1}, "field_asy": 11.4191, "field_coh": 0.6826, "regime_product": 7.7948}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 6, "minute_unix": 1775241300, "cycle": 26770, "mid": 66887.52571279123, "event": {"kind": "breakout", "col": 222, "price": 66853.5234, "mag": 2.527, "rows": 1}, "field_asy": 11.4191, "field_coh": 0.6826, "regime_product": 7.7948}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 6, "minute_unix": 1775241300, "cycle": 26770, "mid": 66887.52571279123, "event": {"kind": "support", "col": 221, "price": 66852.5234, "mag": 1.811, "rows": 60}, "field_asy": 11.4191, "field_coh": 0.6826, "regime_product": 7.7948}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 6, "minute_unix": 1775241300, "cycle": 26780, "mid": 66887.52571279123, "event": {"kind": "breakout", "col": 254, "price": 66885.5234, "mag": 3.496, "rows": 1}, "field_asy": 0.0133, "field_coh": 0.6597, "regime_product": 0.0088}
|
||||
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|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 17, "minute_unix": 1775241960, "cycle": 27290, "mid": 66794.27876476555, "event": {"kind": "breakout", "col": 252, "price": 66790.2812, "mag": 3.804, "rows": 1}, "field_asy": 0.243, "field_coh": 0.6584, "regime_product": 0.16}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 17, "minute_unix": 1775241960, "cycle": 27290, "mid": 66794.27876476555, "event": {"kind": "breakout", "col": 253, "price": 66791.2812, "mag": 5.122, "rows": 1}, "field_asy": 0.243, "field_coh": 0.6584, "regime_product": 0.16}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 17, "minute_unix": 1775241960, "cycle": 27290, "mid": 66794.27876476555, "event": {"kind": "breakout", "col": 254, "price": 66792.2812, "mag": 6.823, "rows": 1}, "field_asy": 0.243, "field_coh": 0.6584, "regime_product": 0.16}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 17, "minute_unix": 1775241960, "cycle": 27290, "mid": 66794.27876476555, "event": {"kind": "breakout", "col": 255, "price": 66793.2812, "mag": 12.15, "rows": 1}, "field_asy": 0.243, "field_coh": 0.6584, "regime_product": 0.16}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 17, "minute_unix": 1775241960, "cycle": 27290, "mid": 66794.27876476555, "event": {"kind": "breakout", "col": 256, "price": 66794.2812, "mag": 9.511, "rows": 1}, "field_asy": 0.243, "field_coh": 0.6584, "regime_product": 0.16}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 17, "minute_unix": 1775241960, "cycle": 27300, "mid": 66794.27876476555, "event": {"kind": "breakout", "col": 257, "price": 66795.2812, "mag": 4.83, "rows": 1}, "field_asy": 0.0107, "field_coh": 0.6541, "regime_product": 0.007}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 17, "minute_unix": 1775241960, "cycle": 27300, "mid": 66794.27876476555, "event": {"kind": "breakout", "col": 258, "price": 66796.2812, "mag": 3.458, "rows": 1}, "field_asy": 0.0107, "field_coh": 0.6541, "regime_product": 0.007}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 18, "minute_unix": 1775242020, "cycle": 27340, "mid": 66790.84653525215, "event": {"kind": "breakout", "col": 252, "price": 66786.8438, "mag": 2.542, "rows": 1}, "field_asy": 0.4549, "field_coh": 0.6425, "regime_product": 0.2923}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 18, "minute_unix": 1775242020, "cycle": 27340, "mid": 66790.84653525215, "event": {"kind": "breakout", "col": 253, "price": 66787.8438, "mag": 3.628, "rows": 1}, "field_asy": 0.4549, "field_coh": 0.6425, "regime_product": 0.2923}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 18, "minute_unix": 1775242020, "cycle": 27340, "mid": 66790.84653525215, "event": {"kind": "breakout", "col": 254, "price": 66788.8438, "mag": 5.103, "rows": 1}, "field_asy": 0.4549, "field_coh": 0.6425, "regime_product": 0.2923}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 18, "minute_unix": 1775242020, "cycle": 27340, "mid": 66790.84653525215, "event": {"kind": "breakout", "col": 255, "price": 66789.8438, "mag": 11.43, "rows": 1}, "field_asy": 0.4549, "field_coh": 0.6425, "regime_product": 0.2923}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 18, "minute_unix": 1775242020, "cycle": 27340, "mid": 66790.84653525215, "event": {"kind": "breakout", "col": 256, "price": 66790.8438, "mag": 11.415, "rows": 1}, "field_asy": 0.4549, "field_coh": 0.6425, "regime_product": 0.2923}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 18, "minute_unix": 1775242020, "cycle": 27340, "mid": 66790.84653525215, "event": {"kind": "breakout", "col": 257, "price": 66791.8438, "mag": 5.01, "rows": 1}, "field_asy": 0.4549, "field_coh": 0.6425, "regime_product": 0.2923}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 18, "minute_unix": 1775242020, "cycle": 27340, "mid": 66790.84653525215, "event": {"kind": "breakout", "col": 258, "price": 66792.8438, "mag": 3.429, "rows": 1}, "field_asy": 0.4549, "field_coh": 0.6425, "regime_product": 0.2923}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 18, "minute_unix": 1775242020, "cycle": 27350, "mid": 66790.84653525215, "event": {"kind": "breakout", "col": 259, "price": 66793.8438, "mag": 2.657, "rows": 1}, "field_asy": 0.0181, "field_coh": 0.6332, "regime_product": 0.0115}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 19, "minute_unix": 1775242080, "cycle": 27390, "mid": 66792.38502395754, "event": {"kind": "breakout", "col": 253, "price": 66789.3828, "mag": 3.27, "rows": 1}, "field_asy": 0.0327, "field_coh": 0.6497, "regime_product": 0.0212}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 19, "minute_unix": 1775242080, "cycle": 27390, "mid": 66792.38502395754, "event": {"kind": "breakout", "col": 254, "price": 66790.3828, "mag": 4.987, "rows": 1}, "field_asy": 0.0327, "field_coh": 0.6497, "regime_product": 0.0212}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 19, "minute_unix": 1775242080, "cycle": 27390, "mid": 66792.38502395754, "event": {"kind": "breakout", "col": 255, "price": 66791.3828, "mag": 11.413, "rows": 1}, "field_asy": 0.0327, "field_coh": 0.6497, "regime_product": 0.0212}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 19, "minute_unix": 1775242080, "cycle": 27390, "mid": 66792.38502395754, "event": {"kind": "breakout", "col": 256, "price": 66792.3828, "mag": 11.515, "rows": 1}, "field_asy": 0.0327, "field_coh": 0.6497, "regime_product": 0.0212}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 19, "minute_unix": 1775242080, "cycle": 27390, "mid": 66792.38502395754, "event": {"kind": "breakout", "col": 257, "price": 66793.3828, "mag": 5.307, "rows": 1}, "field_asy": 0.0327, "field_coh": 0.6497, "regime_product": 0.0212}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 19, "minute_unix": 1775242080, "cycle": 27390, "mid": 66792.38502395754, "event": {"kind": "breakout", "col": 258, "price": 66794.3828, "mag": 3.847, "rows": 1}, "field_asy": 0.0327, "field_coh": 0.6497, "regime_product": 0.0212}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 19, "minute_unix": 1775242080, "cycle": 27390, "mid": 66792.38502395754, "event": {"kind": "breakout", "col": 259, "price": 66795.3828, "mag": 2.751, "rows": 1}, "field_asy": 0.0327, "field_coh": 0.6497, "regime_product": 0.0212}
|
||||
@@ -0,0 +1 @@
|
||||
{"event_label": "EVENT_B_consolidation", "phase": "open", "ts": 1780925656.8952174, "question": "Replay starting. Describe the field state as the book loads for the first time. This is a 12-hour consolidation window (BTC moves <0.5% total). What do you expect to see in the density and vorticity profiles?\n\n[trade_lbm_v1 field snapshot] cycle=0 coherence=0.0000 asymmetry=0.0000 regime_product=0.0000 book mid=$66,852.58 taker_buy=$87,772 taker_sell=$80,977", "reply": {"ok": true, "response": "The field initializes in the normal laminar attractor, evidenced by a regime product of approximately 9.2 derived from the joint coherence of 0.74 and asymmetry of 12.4, confirming the system is at its structural floor without external perturbation. Velocity variance remains low at 0.002353 while mean flow persists near 0.22, indicating a stable, non-turbulent state where the geometric forcing kernel dictates the routine dominance of stress_xx over stress_yy without any market-driven injection. Circulating shear stress_xy maintains a minor negative magnitude of -0.000146, and the transverse stress_yy shows no meaningful sign change or magnitude shift relative to its baseline. The observed fluctuations in global scalars represent the substrate's intrinsic oscillation around equilibrium rather than any trend, amplification, or instability, as the system remains firmly anchored to its primary attractor.", "turn": 32, "model": "qwen3.5:9b", "elapsed_s": 3.84}}
|
||||
@@ -0,0 +1,2 @@
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 0, "minute_unix": 1775240940, "mid": 66852.57688605056, "cycle": 26510, "coherence": 0.6292, "asymmetry": 0.0178, "regime_product": 0.0112, "vel_mean": 0.09385, "vorticity_mean": 0.0, "recenter": 0, "n_events_pending": 8}
|
||||
{"label": "EVENT_B_consolidation", "minute_idx": 10, "minute_unix": 1775241540, "mid": 66829.14961312503, "cycle": 27010, "coherence": 0.6616, "asymmetry": 0.0188, "regime_product": 0.0125, "vel_mean": 0.095396, "vorticity_mean": 0.0, "recenter": 0, "n_events_pending": 0}
|
||||
@@ -0,0 +1,434 @@
|
||||
"""trade_lbm_v1 — §10 validation gate: Event A (breakout) + Event B (consolidation).
|
||||
|
||||
Replays per-minute BTC aggregate data from HL April parquets into trade_lbm_v1
|
||||
via set_book + inject_trade + set_mid, queries Fractonaut at boundary/event
|
||||
points, and verifies the §10 pass criteria.
|
||||
|
||||
Owner: RESONANCE.
|
||||
"""
|
||||
import json
|
||||
import os
|
||||
import sys
|
||||
import time
|
||||
import urllib.request
|
||||
from pathlib import Path
|
||||
|
||||
import numpy as np
|
||||
import pandas as pd
|
||||
import zmq
|
||||
|
||||
# ──────────────────────── config ────────────────────────
|
||||
DAEMON_TELEM = "tcp://127.0.0.1:5566"
|
||||
DAEMON_CMD = "tcp://127.0.0.1:5567"
|
||||
DAEMON_ACK = "tcp://127.0.0.1:5569"
|
||||
|
||||
FRACT_URL = "http://127.0.0.1:28822/ask"
|
||||
FRACT_TO_S = 240
|
||||
|
||||
PARQUET = "/mnt/d/Resonance_Engine/_tools_btc_april.parquet"
|
||||
RUN_ROOT = "/mnt/d/Resonance_Engine/traj"
|
||||
|
||||
NX = 512
|
||||
TICK_USD = 1.0
|
||||
SNAPSHOT_INTERVAL = 200 # ~5 snapshots/sec
|
||||
MINUTE_DT = 0.5 # wall seconds per replayed minute
|
||||
WARMUP_MIN = 30 # minutes ignored before consolidation can "count"
|
||||
RELAX_BOOT_S = 4.0 # let field absorb book before replay starts
|
||||
|
||||
BOOK_DECAY_L = 30 # exponential book width in columns
|
||||
OMEGA_REPLAY = 0.3 # lets injections leave a multi-cycle trace, book still dominates
|
||||
|
||||
# ──────────────────────── ZMQ helpers ────────────────────────
|
||||
|
||||
def make_sub(ctx, ep, topic=b""):
|
||||
s = ctx.socket(zmq.SUB)
|
||||
s.setsockopt(zmq.SUBSCRIBE, topic)
|
||||
s.setsockopt(zmq.RCVHWM, 4096)
|
||||
s.connect(ep)
|
||||
return s
|
||||
|
||||
|
||||
def make_pub(ctx, ep):
|
||||
s = ctx.socket(zmq.PUB)
|
||||
s.setsockopt(zmq.SNDHWM, 1024)
|
||||
s.connect(ep)
|
||||
return s
|
||||
|
||||
|
||||
def send_cmd(pub, obj):
|
||||
pub.send_string(json.dumps(obj))
|
||||
|
||||
|
||||
def drain_telem(sub, max_ms=200):
|
||||
"""Drain any pending telemetry frames; return list of decoded dicts."""
|
||||
out = []
|
||||
poller = zmq.Poller(); poller.register(sub, zmq.POLLIN)
|
||||
deadline = time.time() + max_ms / 1000.0
|
||||
while time.time() < deadline:
|
||||
socks = dict(poller.poll(timeout=20))
|
||||
if sub in socks and socks[sub] == zmq.POLLIN:
|
||||
try:
|
||||
raw = sub.recv_string(zmq.NOBLOCK)
|
||||
try: out.append(json.loads(raw))
|
||||
except Exception: pass
|
||||
except zmq.Again:
|
||||
pass
|
||||
else:
|
||||
break
|
||||
return out
|
||||
|
||||
|
||||
# ──────────────────────── Fractonaut helper ────────────────────────
|
||||
|
||||
def fractonaut_ask(question):
|
||||
body = json.dumps({"question": question}).encode()
|
||||
req = urllib.request.Request(
|
||||
FRACT_URL, data=body, headers={"Content-Type": "application/json"})
|
||||
t0 = time.time()
|
||||
try:
|
||||
with urllib.request.urlopen(req, timeout=FRACT_TO_S) as r:
|
||||
data = json.loads(r.read())
|
||||
return {"ok": True, "response": data.get("response", ""),
|
||||
"turn": data.get("turn"), "model": data.get("model"),
|
||||
"elapsed_s": round(time.time() - t0, 2)}
|
||||
except Exception as e:
|
||||
return {"ok": False, "error": str(e),
|
||||
"elapsed_s": round(time.time() - t0, 2)}
|
||||
|
||||
|
||||
# ──────────────────────── book synthesis ────────────────────────
|
||||
|
||||
def synthesize_book(taker_buy_usd: float, taker_sell_usd: float):
|
||||
"""Build NX bid+ask arrays from per-minute taker totals.
|
||||
Exponentially-decaying depth around mid; bids below, asks above."""
|
||||
bid = np.zeros(NX, dtype=np.float64)
|
||||
ask = np.zeros(NX, dtype=np.float64)
|
||||
half = NX // 2
|
||||
# offsets 1..half on each side
|
||||
offs = np.arange(1, half + 1)
|
||||
decay = np.exp(-offs / BOOK_DECAY_L)
|
||||
decay /= decay.sum()
|
||||
bid_vals = max(taker_buy_usd, 0.0) * decay
|
||||
ask_vals = max(taker_sell_usd, 0.0) * decay
|
||||
# bids at half-1..0 (closer to mid is index half-1)
|
||||
bid[half-1::-1] = bid_vals
|
||||
ask[half:half+len(decay)] = ask_vals
|
||||
# normalise so mean total ~ 1.0 to keep rho_eq in clamp range
|
||||
total = bid + ask
|
||||
m = total.mean()
|
||||
if m > 1e-12:
|
||||
bid = bid / m
|
||||
ask = ask / m
|
||||
return bid.tolist(), ask.tolist()
|
||||
|
||||
|
||||
# ──────────────────────── data loader ────────────────────────
|
||||
|
||||
def load_btc(start_min, end_min):
|
||||
df = pd.read_parquet(PARQUET)
|
||||
df = df[(df["minute"] >= start_min) & (df["minute"] <= end_min)]
|
||||
return df.sort_values("minute").reset_index(drop=True)
|
||||
|
||||
|
||||
# ──────────────────────── one event replay ────────────────────────
|
||||
|
||||
def run_event(run_id: str, label: str, start_min: int, end_min: int,
|
||||
opening_q: str, closing_q: str,
|
||||
tag_event_filter, log_dir: Path):
|
||||
"""Replay minutes [start_min, end_min] and record events + Fractonaut answers."""
|
||||
print(f"\n══════ {label} (minutes {start_min}…{end_min}, {end_min-start_min+1} mins) ══════")
|
||||
df = load_btc(start_min, end_min)
|
||||
if len(df) == 0:
|
||||
print(f" no data for window"); return None
|
||||
print(f" loaded {len(df)} BTC minutes mid: ${df['mid_price'].iloc[0]:,.2f} → ${df['mid_price'].iloc[-1]:,.2f}")
|
||||
|
||||
ctx = zmq.Context.instance()
|
||||
sub = make_sub(ctx, DAEMON_TELEM)
|
||||
ack = make_sub(ctx, DAEMON_ACK)
|
||||
pub = make_pub(ctx, DAEMON_CMD)
|
||||
time.sleep(2.0) # PUB-SUB slow-joiner
|
||||
|
||||
# ─── reset + boot ───
|
||||
send_cmd(pub, {"cmd": "reset_equilibrium"}); time.sleep(0.2)
|
||||
send_cmd(pub, {"cmd": "set_tick_size", "value": TICK_USD}); time.sleep(0.05)
|
||||
send_cmd(pub, {"cmd": "set_snapshot_interval", "interval": SNAPSHOT_INTERVAL}); time.sleep(0.05)
|
||||
send_cmd(pub, {"cmd": "set_omega_profile", "values": [OMEGA_REPLAY] * NX}); time.sleep(0.05)
|
||||
|
||||
# anchor mid + first book
|
||||
first = df.iloc[0]
|
||||
send_cmd(pub, {"cmd": "set_mid", "price": float(first["mid_price"])}); time.sleep(0.1)
|
||||
bid, ask = synthesize_book(float(first["taker_buy_usd"]), float(first["taker_sell_usd"]))
|
||||
send_cmd(pub, {"cmd": "set_book", "bid": bid, "ask": ask}); time.sleep(0.1)
|
||||
print(f" booted; relaxing {RELAX_BOOT_S}s before replay…")
|
||||
time.sleep(RELAX_BOOT_S)
|
||||
drain_telem(sub, 200)
|
||||
|
||||
fract_log = log_dir / "fractonaut_validation.jsonl"
|
||||
events_log = log_dir / f"events_{label}.jsonl"
|
||||
frames_log = log_dir / f"frames_{label}.jsonl"
|
||||
fract_log.parent.mkdir(parents=True, exist_ok=True)
|
||||
|
||||
def write_fract(entry):
|
||||
with open(fract_log, "a") as f:
|
||||
f.write(json.dumps(entry) + "\n")
|
||||
|
||||
def write_event(entry):
|
||||
with open(events_log, "a") as f:
|
||||
f.write(json.dumps(entry) + "\n")
|
||||
|
||||
def write_frame(entry):
|
||||
with open(frames_log, "a") as f:
|
||||
f.write(json.dumps(entry) + "\n")
|
||||
|
||||
# ─── opening question (give Fractonaut current field state) ───
|
||||
drain_telem(sub, 100)
|
||||
frames = drain_telem(sub, 1000)
|
||||
snap = frames[-1] if frames else {}
|
||||
cycle = snap.get("cycle", 0)
|
||||
coh = snap.get("coherence", 0.0)
|
||||
asy = snap.get("asymmetry", 0.0)
|
||||
rprod = snap.get("regime_product", 0.0)
|
||||
open_full = (f"{opening_q}\n\n"
|
||||
f"[trade_lbm_v1 field snapshot] cycle={cycle} "
|
||||
f"coherence={coh:.4f} asymmetry={asy:.4f} "
|
||||
f"regime_product={rprod:.4f} "
|
||||
f"book mid=${float(first['mid_price']):,.2f} "
|
||||
f"taker_buy=${float(first['taker_buy_usd']):,.0f} "
|
||||
f"taker_sell=${float(first['taker_sell_usd']):,.0f}")
|
||||
print(f" Fractonaut OPENING …", flush=True)
|
||||
fa = fractonaut_ask(open_full)
|
||||
print(f" fractonaut: {fa.get('elapsed_s')}s ok={fa['ok']}")
|
||||
write_fract({"event_label": label, "phase": "open", "ts": time.time(),
|
||||
"question": open_full, "reply": fa})
|
||||
|
||||
# ─── replay loop ───
|
||||
seen_event_keys = set() # dedupe events
|
||||
detected_events = []
|
||||
minute_count = 0
|
||||
t_start = time.time()
|
||||
first_post_warmup_event = None
|
||||
last_recentre = 0
|
||||
total_recentres = 0
|
||||
sum_asymmetry = 0.0
|
||||
sum_regime = 0.0
|
||||
n_samples = 0
|
||||
asked_for_kind = set() # at most one Fractonaut query per event-kind per window
|
||||
|
||||
for idx, row in df.iterrows():
|
||||
mid = float(row["mid_price"])
|
||||
tbuy = float(row["taker_buy_usd"])
|
||||
tsel = float(row["taker_sell_usd"])
|
||||
sflow = float(row["signed_flow_usd"])
|
||||
tcnt = int(row["trade_count"])
|
||||
bid, ask = synthesize_book(tbuy, tsel)
|
||||
|
||||
# update mid (may trigger recentre), update book, inject net flow as one trade
|
||||
send_cmd(pub, {"cmd": "set_mid", "price": mid})
|
||||
send_cmd(pub, {"cmd": "set_book", "bid": bid, "ask": ask})
|
||||
# inject: split into buy and sell halves at mid (we lose price granularity)
|
||||
# scale: 1 unit of "size" maps to a rho perturbation of size/NY=size/512.
|
||||
# Use USD/MID/100 → ~hundreds of size units per minute.
|
||||
if tbuy > 0:
|
||||
send_cmd(pub, {"cmd": "inject_trade", "price": mid + TICK_USD,
|
||||
"size": tbuy / mid / 100.0, "side": "buy", "aggressor": True})
|
||||
if tsel > 0:
|
||||
send_cmd(pub, {"cmd": "inject_trade", "price": mid - TICK_USD,
|
||||
"size": tsel / mid / 100.0, "side": "sell", "aggressor": True})
|
||||
|
||||
time.sleep(MINUTE_DT)
|
||||
frames = drain_telem(sub, 50)
|
||||
for fr in frames:
|
||||
sum_asymmetry += abs(fr.get("asymmetry", 0.0))
|
||||
sum_regime += abs(fr.get("regime_product", 0.0))
|
||||
n_samples += 1
|
||||
if fr.get("recenter_event"):
|
||||
total_recentres += 1
|
||||
for ev in (fr.get("events") or []):
|
||||
key = (ev.get("kind"), ev.get("col"), round(ev.get("price", 0), 2))
|
||||
if key in seen_event_keys:
|
||||
continue
|
||||
seen_event_keys.add(key)
|
||||
entry = {"label": label, "minute_idx": minute_count,
|
||||
"minute_unix": int(row["minute"]) * 60,
|
||||
"cycle": fr.get("cycle"), "mid": mid,
|
||||
"event": ev,
|
||||
"field_asy": fr.get("asymmetry"),
|
||||
"field_coh": fr.get("coherence"),
|
||||
"regime_product": fr.get("regime_product")}
|
||||
detected_events.append(entry)
|
||||
write_event(entry)
|
||||
if tag_event_filter(ev) and minute_count >= WARMUP_MIN and \
|
||||
first_post_warmup_event is None:
|
||||
first_post_warmup_event = entry
|
||||
print(f" [t={minute_count:4d} min] event {ev.get('kind')} "
|
||||
f"col={ev.get('col')} price=${ev.get('price', 0):,.2f}")
|
||||
|
||||
# Mid-replay Fractonaut query: one per event-kind per window.
|
||||
ev_kind = ev.get("kind")
|
||||
if ev_kind not in asked_for_kind and minute_count >= WARMUP_MIN:
|
||||
asked_for_kind.add(ev_kind)
|
||||
# Compose context from this telemetry frame
|
||||
dens = fr.get("density_profile") or []
|
||||
div = fr.get("divergence_profile") or []
|
||||
vort = fr.get("vorticity_profile") or []
|
||||
def stats(a):
|
||||
if not a: return "n/a"
|
||||
arr = np.array(a)
|
||||
return f"min={arr.min():.4f} max={arr.max():.4f} mean={arr.mean():.4f} std={arr.std():.4f}"
|
||||
mid_q = (
|
||||
f"Event detector fired: {ev_kind} at col={ev.get('col')} "
|
||||
f"price=${ev.get('price', 0):,.2f} magnitude={ev.get('mag', 0):.3f} "
|
||||
f"persisted_rows={ev.get('rows', 0)}.\n"
|
||||
f"[trade_lbm_v1 field snapshot at this moment] "
|
||||
f"cycle={fr.get('cycle')} coherence={fr.get('coherence'):.4f} "
|
||||
f"asymmetry={fr.get('asymmetry'):.4f} "
|
||||
f"regime_product={fr.get('regime_product'):.4f} "
|
||||
f"mid=${mid:,.2f}\n"
|
||||
f"density_profile (every 4th col, {len(dens)} pts): {stats(dens)}\n"
|
||||
f"divergence_profile (every 4th col, {len(div)} pts): {stats(div)}\n"
|
||||
f"vorticity_profile (every 4th col, {len(vort)} pts): {stats(vort)}\n\n"
|
||||
f"Does the field configuration support this reading? "
|
||||
f"What do you observe in the density and vorticity profiles?"
|
||||
)
|
||||
print(f" Fractonaut MID-{ev_kind} …", flush=True)
|
||||
fa_mid = fractonaut_ask(mid_q)
|
||||
print(f" fractonaut: {fa_mid.get('elapsed_s')}s ok={fa_mid['ok']}")
|
||||
write_fract({"event_label": label, "phase": f"event_{ev_kind}",
|
||||
"ts": time.time(), "minute_idx": minute_count,
|
||||
"event": ev, "question": mid_q, "reply": fa_mid})
|
||||
|
||||
# periodic frame log (every 10 min)
|
||||
if minute_count % 10 == 0 and frames:
|
||||
last = frames[-1]
|
||||
write_frame({
|
||||
"label": label, "minute_idx": minute_count,
|
||||
"minute_unix": int(row["minute"]) * 60,
|
||||
"mid": mid, "cycle": last.get("cycle"),
|
||||
"coherence": last.get("coherence"),
|
||||
"asymmetry": last.get("asymmetry"),
|
||||
"regime_product": last.get("regime_product"),
|
||||
"vel_mean": last.get("vel_mean"),
|
||||
"vorticity_mean": last.get("vorticity_mean"),
|
||||
"recenter": last.get("recenter_event"),
|
||||
"n_events_pending": len(last.get("events") or []),
|
||||
})
|
||||
|
||||
minute_count += 1
|
||||
|
||||
# ─── closing question ───
|
||||
drain_telem(sub, 200)
|
||||
frames = drain_telem(sub, 1000)
|
||||
snap = frames[-1] if frames else {}
|
||||
last_mid = float(df["mid_price"].iloc[-1])
|
||||
end_summary = (f"{closing_q}\n\n"
|
||||
f"[replay summary] minutes={minute_count} "
|
||||
f"end_mid=${last_mid:,.2f} "
|
||||
f"recentres={total_recentres} events_detected={len(detected_events)} "
|
||||
f"mean_|asymmetry|={sum_asymmetry/max(n_samples,1):.4f} "
|
||||
f"mean_|regime_product|={sum_regime/max(n_samples,1):.4f}")
|
||||
print(f" Fractonaut CLOSING …", flush=True)
|
||||
fa = fractonaut_ask(end_summary)
|
||||
print(f" fractonaut: {fa.get('elapsed_s')}s ok={fa['ok']}")
|
||||
write_fract({"event_label": label, "phase": "close", "ts": time.time(),
|
||||
"question": end_summary, "reply": fa})
|
||||
|
||||
elapsed = time.time() - t_start
|
||||
print(f" replay done in {elapsed:.1f}s events={len(detected_events)} "
|
||||
f"recentres={total_recentres}")
|
||||
|
||||
return {
|
||||
"label": label,
|
||||
"minutes": minute_count,
|
||||
"n_events": len(detected_events),
|
||||
"first_post_warmup_event": first_post_warmup_event,
|
||||
"events": detected_events,
|
||||
"recentres": total_recentres,
|
||||
"elapsed_s": round(elapsed, 1),
|
||||
"mean_asy": sum_asymmetry / max(n_samples, 1),
|
||||
"mean_regime_product": sum_regime / max(n_samples, 1),
|
||||
}
|
||||
|
||||
|
||||
# ──────────────────────── entry ────────────────────────
|
||||
|
||||
def main():
|
||||
run_id = time.strftime("%Y%m%d_%H%M%S")
|
||||
log_dir = Path(f"{RUN_ROOT}/validation_{run_id}")
|
||||
log_dir.mkdir(parents=True, exist_ok=True)
|
||||
print(f"RUN_ID={run_id} log_dir={log_dir}")
|
||||
|
||||
# Event B: 2026-04-03 18:29 UTC → 2026-04-04 06:29 UTC (12h, 0.305% excursion)
|
||||
b = run_event(
|
||||
run_id, "EVENT_B_consolidation",
|
||||
start_min=29587349, end_min=29587349 + 720,
|
||||
opening_q=("Replay starting. Describe the field state as the book loads "
|
||||
"for the first time. This is a 12-hour consolidation window "
|
||||
"(BTC moves <0.5% total). What do you expect to see in the "
|
||||
"density and vorticity profiles?"),
|
||||
closing_q=("Replay complete for this consolidation window. What "
|
||||
"structural features persisted across the full 12 hours? "
|
||||
"What appeared and dissolved? Did the field hold or break?"),
|
||||
tag_event_filter=lambda ev: ev.get("kind") == "consolidation",
|
||||
log_dir=log_dir)
|
||||
|
||||
# Event A: 2026-04-07 22:29 → 23:29 UTC (+3.19% in 60 min); 3h window centred = 21:00→24:00
|
||||
a_centre_start = 29593260 # 2026-04-07 21:00 UTC
|
||||
a = run_event(
|
||||
run_id, "EVENT_A_breakout",
|
||||
start_min=a_centre_start, end_min=a_centre_start + 180,
|
||||
opening_q=("Replay starting. Describe the field state as the book loads "
|
||||
"for the first time. This is a 3-hour breakout window — BTC "
|
||||
"moves +3.19% in ~60 min starting roughly 89 minutes into the "
|
||||
"window. What pre-breakout structure do you expect to detect?"),
|
||||
closing_q=("Replay complete for this breakout window. What structural "
|
||||
"features persisted across the 3 hours? What appeared and "
|
||||
"dissolved? Did the field signal the breakout in advance, "
|
||||
"during, or after?"),
|
||||
tag_event_filter=lambda ev: ev.get("kind") == "breakout",
|
||||
log_dir=log_dir)
|
||||
|
||||
# ─── verdicts ───
|
||||
print("\n" + "=" * 70)
|
||||
print("PASS / FAIL")
|
||||
print("=" * 70)
|
||||
|
||||
# Event B: consolidation event must fire at least once AND not in first 30 min
|
||||
b_pass = False
|
||||
if b is not None:
|
||||
consol_events = [e for e in b["events"] if e["event"]["kind"] == "consolidation"]
|
||||
early = [e for e in consol_events if e["minute_idx"] < WARMUP_MIN]
|
||||
late = [e for e in consol_events if e["minute_idx"] >= WARMUP_MIN]
|
||||
b_pass = (len(late) >= 1) and (len(early) == 0)
|
||||
print(f" EVENT B: consolidation events: early(<30min)={len(early)} "
|
||||
f"late(>=30min)={len(late)} → {'PASS' if b_pass else 'FAIL'}")
|
||||
|
||||
# Event A: breakout event fires within 30 min of the move; col matches direction.
|
||||
# Move starts at minute 89, ends at minute 149. "Within 30 min of the actual
|
||||
# move" = between minute 89 and 119. Direction = UP, so col > NX/2 expected.
|
||||
a_pass = False
|
||||
if a is not None:
|
||||
bo = [e for e in a["events"] if e["event"]["kind"] == "breakout"]
|
||||
in_window = [e for e in bo if 89 <= e["minute_idx"] <= 119]
|
||||
right_side = [e for e in in_window if e["event"].get("col", 0) > NX // 2]
|
||||
a_pass = len(right_side) >= 1
|
||||
print(f" EVENT A: breakout events: total={len(bo)} in [89,119]={len(in_window)} "
|
||||
f"on UP side={len(right_side)} → {'PASS' if a_pass else 'FAIL'}")
|
||||
|
||||
print(f"\nOVERALL: {'PASS' if (b_pass and a_pass) else 'FAIL'}\n")
|
||||
|
||||
summary = {
|
||||
"run_id": run_id, "ts": time.time(),
|
||||
"log_dir": str(log_dir),
|
||||
"event_B": {**(b or {}), "pass": b_pass, "events": None,
|
||||
"first_post_warmup_event": (b or {}).get("first_post_warmup_event")},
|
||||
"event_A": {**(a or {}), "pass": a_pass, "events": None,
|
||||
"first_post_warmup_event": (a or {}).get("first_post_warmup_event")},
|
||||
}
|
||||
with open(log_dir / "summary.json", "w") as f:
|
||||
json.dump(summary, f, indent=2, default=str)
|
||||
print(f"summary written: {log_dir / 'summary.json'}")
|
||||
print(f"fractonaut log: {log_dir / 'fractonaut_validation.jsonl'}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -0,0 +1,317 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
trade_lbm_v1 — Section G verification harness.
|
||||
Runs the 6 checklist tests in order against the running daemon.
|
||||
Exits non-zero if any test fails. Prints structured PASS/FAIL summary.
|
||||
|
||||
Assumes daemon already started on ports 5566-5570 (telemetry, cmd, snap, ack, stress).
|
||||
"""
|
||||
import json
|
||||
import sys
|
||||
import time
|
||||
import zmq
|
||||
import statistics
|
||||
|
||||
CTX = zmq.Context()
|
||||
|
||||
TELEMETRY_EP = "tcp://127.0.0.1:5566"
|
||||
COMMAND_EP = "tcp://127.0.0.1:5567"
|
||||
ACK_EP = "tcp://127.0.0.1:5569"
|
||||
NX = 512
|
||||
|
||||
# ---- transport helpers ----
|
||||
def make_sub(ep, hwm=1000):
|
||||
s = CTX.socket(zmq.SUB)
|
||||
s.setsockopt(zmq.RCVHWM, hwm)
|
||||
s.setsockopt(zmq.LINGER, 0)
|
||||
s.setsockopt(zmq.SUBSCRIBE, b"")
|
||||
s.connect(ep)
|
||||
return s
|
||||
|
||||
def make_pub(ep):
|
||||
s = CTX.socket(zmq.PUB)
|
||||
s.setsockopt(zmq.LINGER, 100)
|
||||
s.setsockopt(zmq.SNDHWM, 1000)
|
||||
s.connect(ep)
|
||||
return s
|
||||
|
||||
def recv_telem(sub, timeout_ms=2000):
|
||||
p = zmq.Poller()
|
||||
p.register(sub, zmq.POLLIN)
|
||||
socks = dict(p.poll(timeout_ms))
|
||||
if sub in socks:
|
||||
return json.loads(sub.recv())
|
||||
return None
|
||||
|
||||
def recv_n_telem(sub, n, timeout_ms=15000):
|
||||
"""Receive next n distinct telemetry frames (cycle increments). Returns list."""
|
||||
out = []
|
||||
seen_cycles = set()
|
||||
deadline = time.time() + timeout_ms / 1000
|
||||
while len(out) < n and time.time() < deadline:
|
||||
t = recv_telem(sub, timeout_ms=int((deadline - time.time()) * 1000) + 50)
|
||||
if t is None:
|
||||
continue
|
||||
c = t.get("cycle", -1)
|
||||
if c not in seen_cycles:
|
||||
seen_cycles.add(c)
|
||||
out.append(t)
|
||||
return out
|
||||
|
||||
def send_cmd(pub, obj):
|
||||
pub.send_string(json.dumps(obj))
|
||||
|
||||
# ---- test cases ----
|
||||
PASS = "PASS"
|
||||
FAIL = "FAIL"
|
||||
|
||||
def test1_zero_state(pub, sub):
|
||||
"""Test 1: no book, no forcing → regime_product ~ 0 (small, bounded)."""
|
||||
# Daemon starts with h_f at rho=1.0 equilibrium and zero d_rho_eq,
|
||||
# so the collision pulls everything toward rho_target = clamped(0+0, [0.1,10]) = 0.1.
|
||||
# asymmetry against h_rho_eq=0 → eventually settles near 1.0 (h_rho ≈ 0.1).
|
||||
# regime_product = coherence * asymmetry ≈ 1.0 * 1.0 ≈ 1.0 (well below elevated 164).
|
||||
send_cmd(pub, {"cmd": "set_oi_drive", "value": 0.0})
|
||||
send_cmd(pub, {"cmd": "set_flow_drive", "value": 0.0})
|
||||
send_cmd(pub, {"cmd": "reset_equilibrium"})
|
||||
time.sleep(0.5)
|
||||
# Drain old telemetry, then sample.
|
||||
while recv_telem(sub, 50) is not None:
|
||||
pass
|
||||
frames = recv_n_telem(sub, 30, 15000)
|
||||
if not frames:
|
||||
return FAIL, "no telemetry received"
|
||||
products = [f.get("regime_product", -1) for f in frames]
|
||||
last_prod = products[-1]
|
||||
max_prod = max(products)
|
||||
detail = f"frames={len(frames)} last_prod={last_prod:.4f} max_prod={max_prod:.4f}"
|
||||
# Should be small (< 5) — not the elevated attractor (~164).
|
||||
if max_prod < 5.0:
|
||||
return PASS, detail
|
||||
return FAIL, detail + " (expected < 5.0 for zero-state — equilibrium reads may not be wired)"
|
||||
|
||||
def test2_uniform_book(pub, sub):
|
||||
"""Test 2: bid=ask=1.0 uniform → density_profile flat across all columns."""
|
||||
bid = [1.0] * NX
|
||||
ask = [1.0] * NX
|
||||
send_cmd(pub, {"cmd": "set_book", "bid": bid, "ask": ask})
|
||||
send_cmd(pub, {"cmd": "reset_equilibrium"}) # start clean
|
||||
time.sleep(0.5)
|
||||
while recv_telem(sub, 50) is not None:
|
||||
pass
|
||||
# Let it relax for a while (omega=1.0 default → ~10 cycles to reach equilibrium).
|
||||
frames = recv_n_telem(sub, 30, 15000)
|
||||
if not frames:
|
||||
return FAIL, "no telemetry"
|
||||
last = frames[-1]
|
||||
prof = last.get("density_profile", [])
|
||||
if len(prof) < 100:
|
||||
return FAIL, f"density_profile too short: {len(prof)}"
|
||||
mean = sum(prof) / len(prof)
|
||||
spread = max(prof) - min(prof)
|
||||
rel_spread = spread / mean if mean > 0 else 1e9
|
||||
detail = (f"cycle={last['cycle']} prof_mean={mean:.4f} "
|
||||
f"spread={spread:.4f} rel_spread={rel_spread:.4f} "
|
||||
f"prod={last.get('regime_product', -1):.4f}")
|
||||
# Flat = relative spread < 5% AND mean near 1.0 (RHO_EQ_NOMINAL).
|
||||
if rel_spread < 0.05 and 0.7 < mean < 1.3:
|
||||
return PASS, detail
|
||||
return FAIL, detail + " (expected flat profile, mean ~ 1.0)"
|
||||
|
||||
def test3_heavy_column(pub, sub):
|
||||
"""Test 3: heavy single column → persistent peak at correct column."""
|
||||
# Build a book with a 10x deeper column at col=256.
|
||||
target_col = 256
|
||||
bid = [1.0] * NX
|
||||
ask = [1.0] * NX
|
||||
bid[target_col] = 10.0
|
||||
ask[target_col] = 10.0
|
||||
send_cmd(pub, {"cmd": "set_book", "bid": bid, "ask": ask})
|
||||
time.sleep(0.5)
|
||||
while recv_telem(sub, 50) is not None:
|
||||
pass
|
||||
frames = recv_n_telem(sub, 40, 20000)
|
||||
if not frames:
|
||||
return FAIL, "no telemetry"
|
||||
last = frames[-1]
|
||||
prof = last.get("density_profile", [])
|
||||
# density_profile is subsampled every 4 columns → target col 256 maps to index 64.
|
||||
if len(prof) < 100:
|
||||
return FAIL, f"profile too short: {len(prof)}"
|
||||
target_idx = target_col // 4
|
||||
peak_val = prof[target_idx]
|
||||
others = [v for i, v in enumerate(prof) if abs(i - target_idx) > 4]
|
||||
other_mean = sum(others) / len(others) if others else 0
|
||||
detail = (f"cycle={last['cycle']} target_idx={target_idx} peak={peak_val:.4f} "
|
||||
f"others_mean={other_mean:.4f}")
|
||||
if peak_val > other_mean * 1.3 and peak_val > 1.5:
|
||||
return PASS, detail
|
||||
return FAIL, detail + " (expected peak > 1.5 and >1.3x mean of others)"
|
||||
|
||||
def test4_off_grid_inject(pub, sub):
|
||||
"""Test 4: inject_trade with price out of range → off_grid_mass increments only."""
|
||||
# Drain
|
||||
while recv_telem(sub, 50) is not None:
|
||||
pass
|
||||
base_frame = recv_telem(sub, 3000)
|
||||
if not base_frame:
|
||||
return FAIL, "no baseline telemetry"
|
||||
base_off = base_frame.get("off_grid_mass", 0)
|
||||
base_inj = base_frame.get("total_injections", 0)
|
||||
# Set a known mid and tick. With mid=100, tick=0.5, grid covers [100 - 256*0.5, 100 + 256*0.5] = [-28, 228].
|
||||
send_cmd(pub, {"cmd": "set_tick_size", "value": 0.5})
|
||||
send_cmd(pub, {"cmd": "set_mid", "price": 100.0})
|
||||
time.sleep(0.3)
|
||||
# Send a trade way out of range:
|
||||
send_cmd(pub, {"cmd": "inject_trade", "price": 99999.0, "side": "buy", "size": 5.0, "aggressor": True})
|
||||
time.sleep(0.3)
|
||||
frames = recv_n_telem(sub, 5, 5000)
|
||||
if not frames:
|
||||
return FAIL, "no telemetry after off-grid inject"
|
||||
last = frames[-1]
|
||||
new_off = last.get("off_grid_mass", 0)
|
||||
new_inj = last.get("total_injections", 0)
|
||||
detail = (f"off_grid: {base_off:.4f} -> {new_off:.4f} | "
|
||||
f"injections: {base_inj} -> {new_inj}")
|
||||
# off_grid_mass must increase, total_injections must NOT.
|
||||
if new_off > base_off + 4.0 and new_inj == base_inj:
|
||||
return PASS, detail
|
||||
return FAIL, detail + " (expected off_grid +~5, injections unchanged)"
|
||||
|
||||
def test5_recentre(pub, sub):
|
||||
"""Test 5: set_mid beyond threshold → recenter_event fires."""
|
||||
# Threshold = NX/16 = 32 cols at tick=0.5 → price drift > 16.
|
||||
# Reset mid anchor first by setting mid back to 100 then drifting +20.
|
||||
send_cmd(pub, {"cmd": "set_tick_size", "value": 0.5})
|
||||
send_cmd(pub, {"cmd": "set_mid", "price": 100.0})
|
||||
time.sleep(0.3)
|
||||
while recv_telem(sub, 50) is not None:
|
||||
pass
|
||||
# Now drift mid by +20 → 40 cols (above 32 threshold).
|
||||
send_cmd(pub, {"cmd": "set_mid", "price": 120.0})
|
||||
time.sleep(0.3)
|
||||
frames = recv_n_telem(sub, 10, 8000)
|
||||
if not frames:
|
||||
return FAIL, "no telemetry after recentre attempt"
|
||||
saw_event = any(f.get("recenter_event", 0) == 1 for f in frames)
|
||||
last_mid = frames[-1].get("mid_price", -999)
|
||||
detail = f"saw_recenter_event={saw_event} last_mid={last_mid:.2f}"
|
||||
if saw_event and abs(last_mid - 120.0) < 0.01:
|
||||
return PASS, detail
|
||||
return FAIL, detail + " (expected recenter_event=1 and mid=120.0)"
|
||||
|
||||
def test6_synthetic_trade(pub, sub):
|
||||
"""Test 6: synthetic trade at known price → density peak at correct column.
|
||||
|
||||
Important: with the trade kernel's book-as-attractor design,
|
||||
new_rho = (1-omega)*rho + omega*rho_target after each collision step.
|
||||
With omega=1.0 (default), one cycle wipes the injection. We must lower
|
||||
omega first so the injected perturbation persists long enough to observe
|
||||
in the next telemetry snapshot (10 cycles later).
|
||||
"""
|
||||
# Establish a clean uniform book first.
|
||||
bid = [1.0] * NX
|
||||
ask = [1.0] * NX
|
||||
send_cmd(pub, {"cmd": "set_book", "bid": bid, "ask": ask})
|
||||
send_cmd(pub, {"cmd": "set_tick_size", "value": 0.5})
|
||||
send_cmd(pub, {"cmd": "set_mid", "price": 100.0})
|
||||
# Slow relaxation so the trade impact persists across at least one snapshot.
|
||||
send_cmd(pub, {"cmd": "set_omega_profile", "values": [0.05] * NX})
|
||||
send_cmd(pub, {"cmd": "reset_equilibrium"})
|
||||
time.sleep(0.5)
|
||||
while recv_telem(sub, 50) is not None:
|
||||
pass
|
||||
# Let it relax to the (now slow) uniform target.
|
||||
_ = recv_n_telem(sub, 30, 15000)
|
||||
# Inject a trade at price=110 (col offset = (110-100)/0.5 = +20 → col 276).
|
||||
target_price = 110.0
|
||||
expected_col = int((target_price - 100.0) / 0.5 + 0.5) + NX // 2
|
||||
# Drain stale telemetry just before inject so we catch the freshest frame.
|
||||
while recv_telem(sub, 50) is not None:
|
||||
pass
|
||||
send_cmd(pub, {"cmd": "inject_trade", "price": target_price, "side": "buy",
|
||||
"size": 10.0, "aggressor": True})
|
||||
# Capture the first 2 frames after inject (cycles +~10, +~20).
|
||||
frames = recv_n_telem(sub, 2, 4000)
|
||||
if not frames:
|
||||
return FAIL, "no telemetry after inject"
|
||||
# Pick the frame with the strongest peak in target neighbourhood.
|
||||
target_idx = expected_col // 4
|
||||
best_frame = None
|
||||
best_peak = -1.0
|
||||
for f in frames:
|
||||
prof = f.get("density_profile", [])
|
||||
if not prof or target_idx >= len(prof):
|
||||
continue
|
||||
win = prof[max(0, target_idx - 3): target_idx + 4]
|
||||
p = max(win)
|
||||
if p > best_peak:
|
||||
best_peak = p
|
||||
best_frame = f
|
||||
if best_frame is None:
|
||||
return FAIL, "no usable density profile"
|
||||
prof = best_frame["density_profile"]
|
||||
others = [v for i, v in enumerate(prof) if abs(i - target_idx) > 8]
|
||||
others_mean = sum(others) / len(others) if others else 0
|
||||
peak_idx_global = max(range(max(0, target_idx - 3), target_idx + 4),
|
||||
key=lambda i: prof[i])
|
||||
detail = (f"target_col={expected_col} target_idx={target_idx} "
|
||||
f"cycle={best_frame['cycle']} peak={best_peak:.6f} "
|
||||
f"peak_idx={peak_idx_global} others_mean={others_mean:.6f} "
|
||||
f"injections={best_frame.get('total_injections', 0)}")
|
||||
# Trade size 10 at row 0, averaged across NY=512 rows → +0.02 baseline,
|
||||
# but BGK still pulls toward 1.0, so observed bump is fraction of that.
|
||||
if (best_peak > others_mean + 1e-4 and
|
||||
abs(peak_idx_global - target_idx) <= 2 and
|
||||
best_frame.get("total_injections", 0) >= 1):
|
||||
return PASS, detail
|
||||
return FAIL, detail + " (expected peak > others_mean near target_idx, injections>=1)"
|
||||
|
||||
def main():
|
||||
print("=" * 70)
|
||||
print("trade_lbm_v1 — Section G verification")
|
||||
print("=" * 70)
|
||||
sub = make_sub(TELEMETRY_EP)
|
||||
pub = make_pub(COMMAND_EP)
|
||||
# ZMQ slow-joiner: PUB needs time to discover SUB.
|
||||
print("Waiting 2.0s for ZMQ PUB-SUB handshake...")
|
||||
time.sleep(2.0)
|
||||
|
||||
# Initial sanity: any telemetry at all?
|
||||
sanity = recv_telem(sub, 5000)
|
||||
if sanity is None:
|
||||
print("FATAL: no telemetry received from 5566 — daemon not running?")
|
||||
return 1
|
||||
print(f"[sanity] cycle={sanity.get('cycle')} mid={sanity.get('mid_price', 0)}")
|
||||
print()
|
||||
|
||||
tests = [
|
||||
("Test 1: zero state", test1_zero_state),
|
||||
("Test 2: uniform book", test2_uniform_book),
|
||||
("Test 3: heavy column", test3_heavy_column),
|
||||
("Test 4: off-grid inject", test4_off_grid_inject),
|
||||
("Test 5: recentre on mid", test5_recentre),
|
||||
("Test 6: synthetic trade", test6_synthetic_trade),
|
||||
]
|
||||
results = []
|
||||
for name, fn in tests:
|
||||
print(f"--- {name} ---")
|
||||
try:
|
||||
status, detail = fn(pub, sub)
|
||||
except Exception as e:
|
||||
status = FAIL
|
||||
detail = f"exception: {e}"
|
||||
results.append((name, status, detail))
|
||||
print(f" {status}: {detail}\n")
|
||||
|
||||
print("=" * 70)
|
||||
print("SUMMARY")
|
||||
print("=" * 70)
|
||||
n_pass = sum(1 for _, s, _ in results if s == PASS)
|
||||
for name, status, detail in results:
|
||||
print(f" [{status}] {name}")
|
||||
print(f"\n{n_pass}/{len(results)} passed")
|
||||
return 0 if n_pass == len(results) else 1
|
||||
|
||||
if __name__ == "__main__":
|
||||
sys.exit(main())
|
||||
Reference in New Issue
Block a user