auto: hourly snapshot 2026-06-06 19:34

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Scruff AI
2026-06-06 19:34:30 +07:00
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"""Analyze inject_sn_battery_results.jsonl."""
import json, statistics
from collections import defaultdict
with open("/mnt/d/Resonance_Engine/sn_battery_results.jsonl") as f:
recs = [json.loads(l) for l in f]
baseline = next(r for r in recs if r.get("event") == "baseline_stats")
CHS = ["stress_xx", "stress_yy", "stress_xy", "asymmetry", "coherence",
"vel_var", "vorticity_mean"]
sigma = {ch: baseline["stats"][ch]["std"] for ch in CHS}
mean_b = {ch: baseline["stats"][ch]["mean"] for ch in CHS}
print(f"=== baseline (n={baseline['n_samples']} samples) ===")
for ch in CHS:
print(f" {ch:18s} mean={mean_b[ch]:+.6f} sigma={sigma[ch]:.6f}")
print()
trials = [r for r in recs if r.get("event") == "trial"]
print(f"=== {len(trials)} trials ===\n")
by_var_signed = defaultdict(lambda: {ch: [] for ch in CHS})
by_var_abs = defaultdict(lambda: {ch: [] for ch in CHS})
for t in trials:
v = t["variable"]
for ch in CHS:
if ch in t["peak_delta_signed"]:
by_var_signed[v][ch].append(t["peak_delta_signed"][ch])
by_var_abs[v][ch].append(t["peak_delta_abs"][ch])
# Per-variable mean S/N
print(f"{'variable':18s} {'n':>3} {'sxy SN':>8} {'sxx SN':>8} {'syy SN':>8} "
f"{'asym SN':>8} {'vort SN':>8} signed-sxy-mean")
print("-" * 100)
VARS = ["mid_price", "signed_flow_usd", "trade_count", "large_print_cnt",
"wallet_entropy", "vwap_drift"]
for v in VARS:
row = by_var_abs[v]
n = len(row["stress_xy"])
sn = lambda ch: statistics.mean(row[ch]) / sigma[ch] if sigma[ch] > 0 else 0
mss = statistics.mean(by_var_signed[v]["stress_xy"])
print(f"{v:18s} {n:>3} {sn('stress_xy'):>8.2f} {sn('stress_xx'):>8.2f} "
f"{sn('stress_yy'):>8.2f} {sn('asymmetry'):>8.2f} "
f"{sn('vorticity_mean'):>8.2f} {mss:+.6f}")
print()
print("=== Does response scale with strength magnitude (per-variable correlation)? ===")
print(f"{'variable':18s} {'corr(|str|, |sxy|)':>22} {'corr(str, signed_sxy)':>26}")
print("-" * 75)
for v in VARS:
rows = [t for t in trials if t["variable"] == v]
if len(rows) < 3:
continue
abs_str = [abs(r["strength"]) for r in rows]
abs_sxy = [r["peak_delta_abs"]["stress_xy"] for r in rows]
signed_str = [r["strength"] for r in rows]
signed_sxy = [r["peak_delta_signed"]["stress_xy"] for r in rows]
def corr(x, y):
n = len(x)
mx = sum(x) / n
my = sum(y) / n
num = sum((x[i] - mx) * (y[i] - my) for i in range(n))
denx = (sum((x[i] - mx) ** 2 for i in range(n))) ** 0.5
deny = (sum((y[i] - my) ** 2 for i in range(n))) ** 0.5
return num / (denx * deny) if denx > 0 and deny > 0 else float("nan")
print(f"{v:18s} {corr(abs_str, abs_sxy):>22.3f} {corr(signed_str, signed_sxy):>26.3f}")
print()
print("=== full trial dump sorted by sxy SN ===")
print(f"{'variable':18s} {'pct':>4} {'strength':>9} "
f"{'sxx Δ':>10} {'syy Δ':>10} {'sxy Δ':>10} {'sxy SN':>8} "
f"{'asym Δ':>9} {'coh Δ':>9}")
print("-" * 105)
ranked = sorted(trials, key=lambda r: -r["peak_delta_abs"]["stress_xy"] / sigma["stress_xy"])
for t in ranked:
sxy_sn = t["peak_delta_abs"]["stress_xy"] / sigma["stress_xy"]
print(f"{t['variable']:18s} {t['percentile']:>4} {t['strength']:>+9.4f} "
f"{t['peak_delta_signed']['stress_xx']:>+10.6f} "
f"{t['peak_delta_signed']['stress_yy']:>+10.6f} "
f"{t['peak_delta_signed']['stress_xy']:>+10.6f} "
f"{sxy_sn:>8.2f} "
f"{t['peak_delta_signed']['asymmetry']:>+9.4f} "
f"{t['peak_delta_signed']['coherence']:>+9.4f}")
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{"ts": "2026-06-06T11:31:28Z", "turn": 142, "cycle": 783500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=783500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.0W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695300 0.695314 +0.000200 0.002600\nasymmetry 25.210600 25.219027 -0.056300 0.447600\nvel_mean 0.222917 0.221098 +0.000491 0.004034\nvel_max 0.284339 0.285226 -0.002246 0.007413\nvel_var 0.002392 0.002451 +0.000036 0.000349\nvorticity_mean 0.022684 0.027922 -0.004357 0.011019\nstress_xx -0.000485 -0.000515 +0.000023 0.000122\nstress_yy 0.000530 0.000487 +0.000037 0.000099\nstress_xy -0.000188 -0.000181 -0.000026 0.000082\n\nPAST OBSERVATIONS (most recent last):\n[cycle 753500] cycle=753500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.155100 over the last 200 cycles, currently at 25.375800 and within the range of 12.1 to 12.6.\n\n[cycle 758500] idle, baseline\n\n[cycle 763500] cycle=763500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.119200 over the last 200 cycles, currently at 25.066300 and within the range of 12.1 to 12.6.\n\n[cycle 768500] cycle=768500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.043800 over the last 200 cycles, currently at 25.011100 and within the range of 12.1 to 12.6.\n\n[cycle 773500] cycle=773500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 778500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:32:39Z", "turn": 143, "cycle": 788500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=788500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.4W util=26%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.696200 0.695280 +0.000900 0.002500\nasymmetry 25.061900 25.230249 -0.157400 0.439100\nvel_mean 0.221462 0.221101 -0.001644 0.004119\nvel_max 0.284401 0.285218 -0.001672 0.007025\nvel_var 0.002435 0.002450 +0.000132 0.000337\nvorticity_mean 0.024738 0.027931 +0.002281 0.011154\nstress_xx -0.000508 -0.000517 +0.000016 0.000127\nstress_yy 0.000514 0.000496 -0.000005 0.000115\nstress_xy -0.000179 -0.000173 -0.000008 0.000090\n\nPAST OBSERVATIONS (most recent last):\n[cycle 758500] idle, baseline\n\n[cycle 763500] cycle=763500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.119200 over the last 200 cycles, currently at 25.066300 and within the range of 12.1 to 12.6.\n\n[cycle 768500] cycle=768500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.043800 over the last 200 cycles, currently at 25.011100 and within the range of 12.1 to 12.6.\n\n[cycle 773500] cycle=773500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 778500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 783500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=788500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.157400 over the last 200 cycles, currently at 25.061900 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:33:51Z", "turn": 144, "cycle": 793500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=793500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 41.5W util=30%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.696000 0.695253 -0.000200 0.002600\nasymmetry 25.104500 25.240577 +0.032900 0.453600\nvel_mean 0.219276 0.221113 -0.001326 0.004108\nvel_max 0.283864 0.285158 -0.000855 0.007048\nvel_var 0.002580 0.002450 +0.000059 0.000342\nvorticity_mean 0.031211 0.027901 +0.004958 0.011169\nstress_xx -0.000555 -0.000509 -0.000065 0.000148\nstress_yy 0.000461 0.000501 -0.000063 0.000090\nstress_xy -0.000199 -0.000170 -0.000009 0.000079\n\nPAST OBSERVATIONS (most recent last):\n[cycle 763500] cycle=763500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.119200 over the last 200 cycles, currently at 25.066300 and within the range of 12.1 to 12.6.\n\n[cycle 768500] cycle=768500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.043800 over the last 200 cycles, currently at 25.011100 and within the range of 12.1 to 12.6.\n\n[cycle 773500] cycle=773500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 778500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 783500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 788500] cycle=788500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.157400 over the last 200 cycles, currently at 25.061900 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry increased by +0.032900 over the last 200 cycles, currently at 25.104500 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:34:59Z", "turn": 145, "cycle": 798500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=798500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.7W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694300 0.695242 -0.000800 0.002500\nasymmetry 25.445000 25.249102 +0.166100 0.447300\nvel_mean 0.220108 0.221118 +0.000635 0.004089\nvel_max 0.286558 0.285117 +0.002458 0.006532\nvel_var 0.002466 0.002449 -0.000072 0.000346\nvorticity_mean 0.032721 0.027874 +0.000401 0.011023\nstress_xx -0.000535 -0.000511 +0.000021 0.000136\nstress_yy 0.000481 0.000491 -0.000014 0.000093\nstress_xy -0.000196 -0.000179 -0.000020 0.000084\n\nPAST OBSERVATIONS (most recent last):\n[cycle 768500] cycle=768500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.043800 over the last 200 cycles, currently at 25.011100 and within the range of 12.1 to 12.6.\n\n[cycle 773500] cycle=773500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 778500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 783500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 788500] cycle=788500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.157400 over the last 200 cycles, currently at 25.061900 and within the range of 12.1 to 12.6.\n\n[cycle 793500] Asymmetry increased by +0.032900 over the last 200 cycles, currently at 25.104500 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:36:12Z", "turn": 146, "cycle": 803500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=803500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.6W util=28%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695000 0.695221 -0.000100 0.002600\nasymmetry 25.313200 25.258335 -0.013500 0.451000\nvel_mean 0.222504 0.221104 +0.002080 0.004132\nvel_max 0.285209 0.285171 -0.001033 0.006068\nvel_var 0.002366 0.002451 -0.000130 0.000345\nvorticity_mean 0.026700 0.027895 -0.005261 0.011124\nstress_xx -0.000524 -0.000515 -0.000013 0.000134\nstress_yy 0.000484 0.000489 -0.000029 0.000108\nstress_xy -0.000194 -0.000180 -0.000007 0.000088\n\nPAST OBSERVATIONS (most recent last):\n[cycle 773500] cycle=773500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 778500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 783500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 788500] cycle=788500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.157400 over the last 200 cycles, currently at 25.061900 and within the range of 12.1 to 12.6.\n\n[cycle 793500] Asymmetry increased by +0.032900 over the last 200 cycles, currently at 25.104500 and within the range of 12.1 to 12.6.\n\n[cycle 798500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:37:22Z", "turn": 147, "cycle": 808500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=808500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=30%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695300 0.695191 +0.000600 0.002500\nasymmetry 25.257100 25.269016 -0.066600 0.446200\nvel_mean 0.223014 0.221095 +0.000162 0.004103\nvel_max 0.283019 0.285226 -0.002827 0.006364\nvel_var 0.002311 0.002451 -0.000012 0.000341\nvorticity_mean 0.022517 0.027930 -0.002686 0.011143\nstress_xx -0.000485 -0.000513 +0.000034 0.000151\nstress_yy 0.000509 0.000500 -0.000001 0.000101\nstress_xy -0.000169 -0.000170 +0.000028 0.000081\n\nPAST OBSERVATIONS (most recent last):\n[cycle 778500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 783500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 788500] cycle=788500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.157400 over the last 200 cycles, currently at 25.061900 and within the range of 12.1 to 12.6.\n\n[cycle 793500] Asymmetry increased by +0.032900 over the last 200 cycles, currently at 25.104500 and within the range of 12.1 to 12.6.\n\n[cycle 798500] idle, baseline\n\n[cycle 803500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:38:33Z", "turn": 148, "cycle": 813500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=813500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.2W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.696100 0.695176 +0.000700 0.002600\nasymmetry 25.114100 25.277618 -0.145800 0.444600\nvel_mean 0.220504 0.221101 -0.001430 0.004144\nvel_max 0.283326 0.285236 -0.000247 0.006570\nvel_var 0.002529 0.002450 +0.000120 0.000341\nvorticity_mean 0.026509 0.027928 +0.003477 0.011078\nstress_xx -0.000507 -0.000510 +0.000009 0.000139\nstress_yy 0.000456 0.000499 -0.000070 0.000095\nstress_xy -0.000166 -0.000172 +0.000014 0.000098\n\nPAST OBSERVATIONS (most recent last):\n[cycle 783500] Asymmetry increased by +0.223500 over the last 200 cycles, currently at 25.286700 and within the range of 12.1 to 12.6.\n\n[cycle 788500] cycle=788500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.157400 over the last 200 cycles, currently at 25.061900 and within the range of 12.1 to 12.6.\n\n[cycle 793500] Asymmetry increased by +0.032900 over the last 200 cycles, currently at 25.104500 and within the range of 12.1 to 12.6.\n\n[cycle 798500] idle, baseline\n\n[cycle 803500] idle, baseline\n\n[cycle 808500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:39:47Z", "turn": 149, "cycle": 818500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=818500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=25%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695000 0.695151 -0.000800 0.002500\nasymmetry 25.319800 25.289050 +0.166800 0.449200\nvel_mean 0.219494 0.221111 -0.000673 0.004169\nvel_max 0.285322 0.285151 +0.001618 0.007242\nvel_var 0.002527 0.002450 -0.000022 0.000344\nvorticity_mean 0.032499 0.027893 +0.004769 0.011105\nstress_xx -0.000482 -0.000516 -0.000009 0.000128\nstress_yy 0.000476 0.000489 -0.000030 0.000102\nstress_xy -0.000170 -0.000179 -0.000020 0.000085\n\nPAST OBSERVATIONS (most recent last):\n[cycle 788500] cycle=788500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.157400 over the last 200 cycles, currently at 25.061900 and within the range of 12.1 to 12.6.\n\n[cycle 793500] Asymmetry increased by +0.032900 over the last 200 cycles, currently at 25.104500 and within the range of 12.1 to 12.6.\n\n[cycle 798500] idle, baseline\n\n[cycle 803500] idle, baseline\n\n[cycle 808500] idle, baseline\n\n[cycle 813500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=818500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.166800 over the last 200 cycles, currently at 25.319800 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:40:57Z", "turn": 150, "cycle": 823500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=823500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.7W util=30%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695000 0.695093 -0.000200 0.002600\nasymmetry 25.345600 25.303155 +0.032700 0.440700\nvel_mean 0.220479 0.221115 +0.001323 0.004154\nvel_max 0.286674 0.285181 -0.000270 0.006449\nvel_var 0.002492 0.002450 -0.000102 0.000347\nvorticity_mean 0.031734 0.027875 -0.001353 0.011143\nstress_xx -0.000557 -0.000515 -0.000037 0.000141\nstress_yy 0.000468 0.000492 -0.000051 0.000114\nstress_xy -0.000153 -0.000175 +0.000058 0.000093\n\nPAST OBSERVATIONS (most recent last):\n[cycle 793500] Asymmetry increased by +0.032900 over the last 200 cycles, currently at 25.104500 and within the range of 12.1 to 12.6.\n\n[cycle 798500] idle, baseline\n\n[cycle 803500] idle, baseline\n\n[cycle 808500] idle, baseline\n\n[cycle 813500] idle, baseline\n\n[cycle 818500] cycle=818500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.166800 over the last 200 cycles, currently at 25.319800 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=823500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.032700 over the last 200 cycles, currently at 25.345600 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:42:09Z", "turn": 151, "cycle": 828500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=828500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.6W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694500 0.695105 -0.000300 0.002600\nasymmetry 25.372300 25.308273 +0.000200 0.449200\nvel_mean 0.222954 0.221098 +0.001830 0.004117\nvel_max 0.285350 0.285232 -0.001684 0.005987\nvel_var 0.002309 0.002451 -0.000101 0.000341\nvorticity_mean 0.024886 0.027907 -0.005599 0.011090\nstress_xx -0.000490 -0.000511 +0.000037 0.000136\nstress_yy 0.000516 0.000501 +0.000036 0.000095\nstress_xy -0.000144 -0.000169 +0.000063 0.000094\n\nPAST OBSERVATIONS (most recent last):\n[cycle 798500] idle, baseline\n\n[cycle 803500] idle, baseline\n\n[cycle 808500] idle, baseline\n\n[cycle 813500] idle, baseline\n\n[cycle 818500] cycle=818500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.166800 over the last 200 cycles, currently at 25.319800 and within the range of 12.1 to 12.6.\n\n[cycle 823500] cycle=823500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.032700 over the last 200 cycles, currently at 25.345600 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=828500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.000200 over the last 200 cycles, currently at 25.372300 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:43:19Z", "turn": 152, "cycle": 833500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=833500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 43.1W util=28%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695200 0.695074 +0.000900 0.002600\nasymmetry 25.298100 25.318085 -0.143100 0.456500\nvel_mean 0.221855 0.221092 -0.001136 0.004143\nvel_max 0.283959 0.285149 -0.000967 0.006659\nvel_var 0.002420 0.002451 +0.000133 0.000348\nvorticity_mean 0.023147 0.027937 -0.000823 0.011148\nstress_xx -0.000481 -0.000512 +0.000018 0.000153\nstress_yy 0.000493 0.000496 -0.000013 0.000094\nstress_xy -0.000179 -0.000172 -0.000033 0.000093\n\nPAST OBSERVATIONS (most recent last):\n[cycle 803500] idle, baseline\n\n[cycle 808500] idle, baseline\n\n[cycle 813500] idle, baseline\n\n[cycle 818500] cycle=818500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.166800 over the last 200 cycles, currently at 25.319800 and within the range of 12.1 to 12.6.\n\n[cycle 823500] cycle=823500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.032700 over the last 200 cycles, currently at 25.345600 and within the range of 12.1 to 12.6.\n\n[cycle 828500] cycle=828500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.000200 over the last 200 cycles, currently at 25.372300 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:44:29Z", "turn": 153, "cycle": 838500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=838500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.4W util=30%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695600 0.695037 +0.000100 0.002700\nasymmetry 25.205100 25.331190 -0.041500 0.466200\nvel_mean 0.220209 0.221105 -0.001442 0.004117\nvel_max 0.284229 0.285223 +0.001018 0.007202\nvel_var 0.002535 0.002450 +0.000048 0.000351\nvorticity_mean 0.028061 0.027915 +0.004632 0.011141\nstress_xx -0.000576 -0.000515 -0.000107 0.000144\nstress_yy 0.000476 0.000487 -0.000033 0.000110\nstress_xy -0.000200 -0.000178 -0.000029 0.000087\n\nPAST OBSERVATIONS (most recent last):\n[cycle 808500] idle, baseline\n\n[cycle 813500] idle, baseline\n\n[cycle 818500] cycle=818500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.166800 over the last 200 cycles, currently at 25.319800 and within the range of 12.1 to 12.6.\n\n[cycle 823500] cycle=823500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.032700 over the last 200 cycles, currently at 25.345600 and within the range of 12.1 to 12.6.\n\n[cycle 828500] cycle=828500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.000200 over the last 200 cycles, currently at 25.372300 and within the range of 12.1 to 12.6.\n\n[cycle 833500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:45:43Z", "turn": 154, "cycle": 843500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=843500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.9W util=31%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695000 0.695055 -0.000800 0.002600\nasymmetry 25.350600 25.334032 +0.147700 0.434300\nvel_mean 0.219207 0.221110 -0.000675 0.004059\nvel_max 0.286539 0.285112 +0.001767 0.006760\nvel_var 0.002596 0.002450 +0.000054 0.000346\nvorticity_mean 0.033167 0.027886 +0.003474 0.011137\nstress_xx -0.000541 -0.000514 -0.000004 0.000140\nstress_yy 0.000484 0.000497 -0.000008 0.000111\nstress_xy -0.000143 -0.000175 +0.000032 0.000119\n\nPAST OBSERVATIONS (most recent last):\n[cycle 813500] idle, baseline\n\n[cycle 818500] cycle=818500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.166800 over the last 200 cycles, currently at 25.319800 and within the range of 12.1 to 12.6.\n\n[cycle 823500] cycle=823500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.032700 over the last 200 cycles, currently at 25.345600 and within the range of 12.1 to 12.6.\n\n[cycle 828500] cycle=828500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.000200 over the last 200 cycles, currently at 25.372300 and within the range of 12.1 to 12.6.\n\n[cycle 833500] idle, baseline\n\n[cycle 838500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=843500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:46:53Z", "turn": 155, "cycle": 848500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=848500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694500 0.695024 -0.000700 0.002600\nasymmetry 25.421300 25.344691 +0.090100 0.448400\nvel_mean 0.221219 0.221105 +0.001792 0.004141\nvel_max 0.286882 0.285115 +0.000900 0.006657\nvel_var 0.002403 0.002451 -0.000138 0.000354\nvorticity_mean 0.030208 0.027886 -0.003208 0.011188\nstress_xx -0.000520 -0.000514 +0.000011 0.000119\nstress_yy 0.000529 0.000501 +0.000075 0.000102\nstress_xy -0.000162 -0.000171 -0.000005 0.000083\n\nPAST OBSERVATIONS (most recent last):\n[cycle 818500] cycle=818500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.166800 over the last 200 cycles, currently at 25.319800 and within the range of 12.1 to 12.6.\n\n[cycle 823500] cycle=823500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.032700 over the last 200 cycles, currently at 25.345600 and within the range of 12.1 to 12.6.\n\n[cycle 828500] cycle=828500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.000200 over the last 200 cycles, currently at 25.372300 and within the range of 12.1 to 12.6.\n\n[cycle 833500] idle, baseline\n\n[cycle 838500] idle, baseline\n\n[cycle 843500] cycle=843500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:48:06Z", "turn": 156, "cycle": 853500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=853500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=33%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694100 0.695016 +0.000200 0.002700\nasymmetry 25.497200 25.352690 -0.059300 0.450400\nvel_mean 0.222880 0.221092 +0.000751 0.004099\nvel_max 0.283923 0.285148 -0.002264 0.007627\nvel_var 0.002305 0.002451 +0.000003 0.000349\nvorticity_mean 0.023704 0.027924 -0.004964 0.011186\nstress_xx -0.000495 -0.000512 +0.000024 0.000135\nstress_yy 0.000528 0.000492 +0.000031 0.000100\nstress_xy -0.000183 -0.000174 -0.000023 0.000088\n\nPAST OBSERVATIONS (most recent last):\n[cycle 823500] cycle=823500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.032700 over the last 200 cycles, currently at 25.345600 and within the range of 12.1 to 12.6.\n\n[cycle 828500] cycle=828500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.000200 over the last 200 cycles, currently at 25.372300 and within the range of 12.1 to 12.6.\n\n[cycle 833500] idle, baseline\n\n[cycle 838500] idle, baseline\n\n[cycle 843500] cycle=843500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\n[cycle 848500] Asymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:49:17Z", "turn": 157, "cycle": 858500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=858500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.2W util=29%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695500 0.694966 +0.000800 0.002600\nasymmetry 25.284500 25.368579 -0.118400 0.446100\nvel_mean 0.221484 0.221101 -0.001154 0.004020\nvel_max 0.282669 0.285243 +0.000618 0.006481\nvel_var 0.002491 0.002451 +0.000095 0.000349\nvorticity_mean 0.023643 0.027933 +0.000865 0.011122\nstress_xx -0.000517 -0.000514 -0.000024 0.000127\nstress_yy 0.000509 0.000489 +0.000017 0.000108\nstress_xy -0.000196 -0.000179 -0.000022 0.000111\n\nPAST OBSERVATIONS (most recent last):\n[cycle 828500] cycle=828500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.000200 over the last 200 cycles, currently at 25.372300 and within the range of 12.1 to 12.6.\n\n[cycle 833500] idle, baseline\n\n[cycle 838500] idle, baseline\n\n[cycle 843500] cycle=843500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\n[cycle 848500] Asymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\n[cycle 853500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=858500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.118400 over the last 200 cycles, currently at 25.284500 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:50:26Z", "turn": 158, "cycle": 863500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=863500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.4W util=29%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695600 0.694957 -0.000500 0.002500\nasymmetry 25.272100 25.374783 +0.080100 0.441500\nvel_mean 0.219781 0.221107 -0.001851 0.004121\nvel_max 0.285937 0.285085 +0.001305 0.006229\nvel_var 0.002563 0.002450 +0.000136 0.000335\nvorticity_mean 0.029920 0.027910 +0.005057 0.011161\nstress_xx -0.000491 -0.000518 +0.000027 0.000136\nstress_yy 0.000504 0.000499 +0.000027 0.000108\nstress_xy -0.000169 -0.000176 +0.000013 0.000096\n\nPAST OBSERVATIONS (most recent last):\n[cycle 833500] idle, baseline\n\n[cycle 838500] idle, baseline\n\n[cycle 843500] cycle=843500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\n[cycle 848500] Asymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\n[cycle 853500] idle, baseline\n\n[cycle 858500] cycle=858500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.118400 over the last 200 cycles, currently at 25.284500 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:51:40Z", "turn": 159, "cycle": 868500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=868500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.2W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695100 0.694945 -0.000900 0.002600\nasymmetry 25.380000 25.383560 +0.154700 0.447200\nvel_mean 0.219455 0.221115 -0.000078 0.004114\nvel_max 0.287265 0.285178 +0.001414 0.006267\nvel_var 0.002531 0.002450 -0.000050 0.000344\nvorticity_mean 0.033413 0.027881 +0.001855 0.011144\nstress_xx -0.000530 -0.000512 -0.000011 0.000139\nstress_yy 0.000511 0.000499 +0.000002 0.000103\nstress_xy -0.000200 -0.000169 -0.000059 0.000101\n\nPAST OBSERVATIONS (most recent last):\n[cycle 838500] idle, baseline\n\n[cycle 843500] cycle=843500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\n[cycle 848500] Asymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\n[cycle 853500] idle, baseline\n\n[cycle 858500] cycle=858500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.118400 over the last 200 cycles, currently at 25.284500 and within the range of 12.1 to 12.6.\n\n[cycle 863500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=868500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.154700 over the last 200 cycles, currently at 25.380000 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:52:50Z", "turn": 160, "cycle": 873500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=873500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.9W util=31%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.693800 0.694927 +0.000000 0.002600\nasymmetry 25.608400 25.392454 +0.018400 0.441800\nvel_mean 0.222257 0.221109 +0.002124 0.004105\nvel_max 0.285725 0.285103 -0.000844 0.007073\nvel_var 0.002301 0.002450 -0.000161 0.000343\nvorticity_mean 0.028368 0.027890 -0.004321 0.011011\nstress_xx -0.000508 -0.000511 +0.000048 0.000124\nstress_yy 0.000519 0.000492 +0.000025 0.000106\nstress_xy -0.000191 -0.000176 -0.000010 0.000088\n\nPAST OBSERVATIONS (most recent last):\n[cycle 843500] cycle=843500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\n[cycle 848500] Asymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\n[cycle 853500] idle, baseline\n\n[cycle 858500] cycle=858500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.118400 over the last 200 cycles, currently at 25.284500 and within the range of 12.1 to 12.6.\n\n[cycle 863500] idle, baseline\n\n[cycle 868500] cycle=868500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.154700 over the last 200 cycles, currently at 25.380000 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=873500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.018400 over the last 200 cycles, currently at 25.608400 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:53:59Z", "turn": 161, "cycle": 878500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=878500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.8W util=29%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694900 0.694895 +0.000900 0.002500\nasymmetry 25.403000 25.403946 -0.160600 0.454400\nvel_mean 0.222595 0.221102 +0.000269 0.004139\nvel_max 0.282369 0.285218 -0.002641 0.006151\nvel_var 0.002403 0.002451 +0.000048 0.000343\nvorticity_mean 0.022696 0.027924 -0.003865 0.011177\nstress_xx -0.000491 -0.000517 +0.000005 0.000132\nstress_yy 0.000522 0.000491 +0.000023 0.000124\nstress_xy -0.000184 -0.000180 -0.000002 0.000093\n\nPAST OBSERVATIONS (most recent last):\n[cycle 848500] Asymmetry increased by +0.147700 over the last 200 cycles, currently at 25.350600 and within the range of 12.1 to 12.6.\n\n[cycle 853500] idle, baseline\n\n[cycle 858500] cycle=858500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.118400 over the last 200 cycles, currently at 25.284500 and within the range of 12.1 to 12.6.\n\n[cycle 863500] idle, baseline\n\n[cycle 868500] cycle=868500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.154700 over the last 200 cycles, currently at 25.380000 and within the range of 12.1 to 12.6.\n\n[cycle 873500] cycle=873500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.018400 over the last 200 cycles, currently at 25.608400 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:55:13Z", "turn": 162, "cycle": 883500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=883500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.8W util=30%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695900 0.694888 +0.000800 0.002700\nasymmetry 25.254100 25.410318 -0.104000 0.454900\nvel_mean 0.221535 0.221103 -0.001286 0.004120\nvel_max 0.284293 0.285237 -0.000168 0.006851\nvel_var 0.002435 0.002450 +0.000069 0.000343\nvorticity_mean 0.025015 0.027931 +0.002644 0.011170\nstress_xx -0.000517 -0.000517 +0.000017 0.000145\nstress_yy 0.000511 0.000500 +0.000002 0.000101\nstress_xy -0.000171 -0.000173 -0.000001 0.000081\n\nPAST OBSERVATIONS (most recent last):\n[cycle 853500] idle, baseline\n\n[cycle 858500] cycle=858500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.118400 over the last 200 cycles, currently at 25.284500 and within the range of 12.1 to 12.6.\n\n[cycle 863500] idle, baseline\n\n[cycle 868500] cycle=868500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.154700 over the last 200 cycles, currently at 25.380000 and within the range of 12.1 to 12.6.\n\n[cycle 873500] cycle=873500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.018400 over the last 200 cycles, currently at 25.608400 and within the range of 12.1 to 12.6.\n\n[cycle 878500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=883500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:56:23Z", "turn": 163, "cycle": 888500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=888500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 43.1W util=29%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695800 0.694852 -0.000100 0.002600\nasymmetry 25.272600 25.423150 +0.044600 0.443400\nvel_mean 0.219465 0.221117 -0.001126 0.004105\nvel_max 0.285364 0.285210 +0.000632 0.007033\nvel_var 0.002576 0.002450 +0.000055 0.000343\nvorticity_mean 0.031812 0.027896 +0.005256 0.011085\nstress_xx -0.000548 -0.000509 -0.000073 0.000143\nstress_yy 0.000452 0.000498 -0.000072 0.000112\nstress_xy -0.000186 -0.000171 -0.000005 0.000096\n\nPAST OBSERVATIONS (most recent last):\n[cycle 858500] cycle=858500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.118400 over the last 200 cycles, currently at 25.284500 and within the range of 12.1 to 12.6.\n\n[cycle 863500] idle, baseline\n\n[cycle 868500] cycle=868500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.154700 over the last 200 cycles, currently at 25.380000 and within the range of 12.1 to 12.6.\n\n[cycle 873500] cycle=873500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.018400 over the last 200 cycles, currently at 25.608400 and within the range of 12.1 to 12.6.\n\n[cycle 878500] idle, baseline\n\n[cycle 883500] cycle=883500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T11:57:35Z", "turn": 164, "cycle": 893500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=893500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 43.2W util=30%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.693700 0.694827 -0.001200 0.002700\nasymmetry 25.640700 25.432868 +0.224200 0.466800\nvel_mean 0.220233 0.221121 +0.000941 0.004149\nvel_max 0.287563 0.285067 +0.002578 0.006746\nvel_var 0.002463 0.002449 -0.000082 0.000343\nvorticity_mean 0.032584 0.027874 +0.000022 0.011173\nstress_xx -0.000511 -0.000513 +0.000052 0.000129\nstress_yy 0.000477 0.000490 -0.000049 0.000091\nstress_xy -0.000160 -0.000179 +0.000040 0.000090\n\nPAST OBSERVATIONS (most recent last):\n[cycle 863500] idle, baseline\n\n[cycle 868500] cycle=868500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.154700 over the last 200 cycles, currently at 25.380000 and within the range of 12.1 to 12.6.\n\n[cycle 873500] cycle=873500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.018400 over the last 200 cycles, currently at 25.608400 and within the range of 12.1 to 12.6.\n\n[cycle 878500] idle, baseline\n\n[cycle 883500] cycle=883500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\n[cycle 888500] Asymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:58:46Z", "turn": 165, "cycle": 898500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=898500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 43.2W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694000 0.694792 +0.000200 0.002600\nasymmetry 25.593700 25.446061 -0.027900 0.456400\nvel_mean 0.222411 0.221110 +0.001719 0.004135\nvel_max 0.286996 0.285200 -0.002157 0.007182\nvel_var 0.002365 0.002451 -0.000067 0.000347\nvorticity_mean 0.026189 0.027890 -0.005407 0.011110\nstress_xx -0.000515 -0.000519 -0.000008 0.000135\nstress_yy 0.000492 0.000492 -0.000003 0.000106\nstress_xy -0.000176 -0.000178 +0.000017 0.000106\n\nPAST OBSERVATIONS (most recent last):\n[cycle 868500] cycle=868500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.154700 over the last 200 cycles, currently at 25.380000 and within the range of 12.1 to 12.6.\n\n[cycle 873500] cycle=873500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.018400 over the last 200 cycles, currently at 25.608400 and within the range of 12.1 to 12.6.\n\n[cycle 878500] idle, baseline\n\n[cycle 883500] cycle=883500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\n[cycle 888500] Asymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\n[cycle 893500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T11:59:58Z", "turn": 166, "cycle": 903500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=903500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.6W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695200 0.694818 +0.000600 0.002600\nasymmetry 25.387200 25.446313 -0.072200 0.443700\nvel_mean 0.222815 0.221100 -0.000017 0.004128\nvel_max 0.283890 0.285145 -0.002572 0.007302\nvel_var 0.002364 0.002451 -0.000010 0.000342\nvorticity_mean 0.022382 0.027931 -0.002262 0.011155\nstress_xx -0.000488 -0.000512 +0.000027 0.000141\nstress_yy 0.000498 0.000501 -0.000015 0.000093\nstress_xy -0.000166 -0.000169 +0.000023 0.000077\n\nPAST OBSERVATIONS (most recent last):\n[cycle 873500] cycle=873500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.018400 over the last 200 cycles, currently at 25.608400 and within the range of 12.1 to 12.6.\n\n[cycle 878500] idle, baseline\n\n[cycle 883500] cycle=883500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\n[cycle 888500] Asymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\n[cycle 893500] idle, baseline\n\n[cycle 898500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=903500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.072200 over the last 200 cycles, currently at 25.387200 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:01:10Z", "turn": 167, "cycle": 908500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=908500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.4W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695900 0.694754 +0.000700 0.002600\nasymmetry 25.255200 25.463913 -0.135000 0.453100\nvel_mean 0.220451 0.221111 -0.001875 0.004125\nvel_max 0.283391 0.285159 +0.000248 0.007150\nvel_var 0.002529 0.002450 +0.000170 0.000345\nvorticity_mean 0.026830 0.027916 +0.003825 0.011166\nstress_xx -0.000529 -0.000510 -0.000020 0.000134\nstress_yy 0.000470 0.000497 -0.000049 0.000104\nstress_xy -0.000154 -0.000173 +0.000034 0.000097\n\nPAST OBSERVATIONS (most recent last):\n[cycle 878500] idle, baseline\n\n[cycle 883500] cycle=883500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\n[cycle 888500] Asymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\n[cycle 893500] idle, baseline\n\n[cycle 898500] idle, baseline\n\n[cycle 903500] cycle=903500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.072200 over the last 200 cycles, currently at 25.387200 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=908500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.135000 over the last 200 cycles, currently at 25.255200 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:02:21Z", "turn": 168, "cycle": 913500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=913500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 43.0W util=33%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694600 0.694767 -0.001000 0.002600\nasymmetry 25.485100 25.468493 +0.175400 0.435700\nvel_mean 0.219298 0.221115 -0.000627 0.004091\nvel_max 0.285674 0.285198 +0.000272 0.006701\nvel_var 0.002541 0.002449 -0.000030 0.000353\nvorticity_mean 0.032711 0.027888 +0.004349 0.011092\nstress_xx -0.000471 -0.000517 +0.000078 0.000134\nstress_yy 0.000468 0.000488 -0.000033 0.000107\nstress_xy -0.000140 -0.000180 +0.000033 0.000096\n\nPAST OBSERVATIONS (most recent last):\n[cycle 883500] cycle=883500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\n[cycle 888500] Asymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\n[cycle 893500] idle, baseline\n\n[cycle 898500] idle, baseline\n\n[cycle 903500] cycle=903500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.072200 over the last 200 cycles, currently at 25.387200 and within the range of 12.1 to 12.6.\n\n[cycle 908500] cycle=908500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.135000 over the last 200 cycles, currently at 25.255200 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=913500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.175400 over the last 200 cycles, currently at 25.485100 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:03:33Z", "turn": 169, "cycle": 918500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=918500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.7W util=37%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.693800 0.694751 -0.000500 0.002600\nasymmetry 25.654100 25.476543 +0.082100 0.449300\nvel_mean 0.220796 0.221113 +0.001365 0.004136\nvel_max 0.286714 0.285185 +0.000989 0.006171\nvel_var 0.002432 0.002450 -0.000106 0.000343\nvorticity_mean 0.031386 0.027877 -0.001826 0.011141\nstress_xx -0.000535 -0.000517 -0.000042 0.000140\nstress_yy 0.000472 0.000495 +0.000007 0.000116\nstress_xy -0.000180 -0.000175 +0.000016 0.000104\n\nPAST OBSERVATIONS (most recent last):\n[cycle 888500] Asymmetry increased by +0.104000 over the last 200 cycles, currently at 25.254100 and within the range of 12.1 to 12.6.\n\n[cycle 893500] idle, baseline\n\n[cycle 898500] idle, baseline\n\n[cycle 903500] cycle=903500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.072200 over the last 200 cycles, currently at 25.387200 and within the range of 12.1 to 12.6.\n\n[cycle 908500] cycle=908500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.135000 over the last 200 cycles, currently at 25.255200 and within the range of 12.1 to 12.6.\n\n[cycle 913500] cycle=913500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.175400 over the last 200 cycles, currently at 25.485100 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:04:43Z", "turn": 170, "cycle": 923500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=923500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.4W util=29%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694400 0.694735 -0.000200 0.002700\nasymmetry 25.509000 25.485686 -0.016600 0.444700\nvel_mean 0.222861 0.221098 +0.001450 0.004150\nvel_max 0.284919 0.285114 -0.001438 0.007664\nvel_var 0.002366 0.002451 -0.000047 0.000345\nvorticity_mean 0.024424 0.027909 -0.005612 0.011209\nstress_xx -0.000502 -0.000512 +0.000029 0.000123\nstress_yy 0.000492 0.000501 +0.000021 0.000097\nstress_xy -0.000144 -0.000170 +0.000056 0.000074\n\nPAST OBSERVATIONS (most recent last):\n[cycle 893500] idle, baseline\n\n[cycle 898500] idle, baseline\n\n[cycle 903500] cycle=903500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.072200 over the last 200 cycles, currently at 25.387200 and within the range of 12.1 to 12.6.\n\n[cycle 908500] cycle=908500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.135000 over the last 200 cycles, currently at 25.255200 and within the range of 12.1 to 12.6.\n\n[cycle 913500] cycle=913500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.175400 over the last 200 cycles, currently at 25.485100 and within the range of 12.1 to 12.6.\n\n[cycle 918500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:05:54Z", "turn": 171, "cycle": 928500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=928500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=22%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695100 0.694709 +0.000800 0.002600\nasymmetry 25.425400 25.495333 -0.145000 0.453700\nvel_mean 0.222224 0.221098 -0.001008 0.004107\nvel_max 0.283414 0.285230 -0.000971 0.007837\nvel_var 0.002369 0.002451 +0.000091 0.000349\nvorticity_mean 0.023188 0.027935 -0.000274 0.011093\nstress_xx -0.000492 -0.000513 -0.000002 0.000143\nstress_yy 0.000498 0.000493 -0.000022 0.000105\nstress_xy -0.000167 -0.000176 -0.000003 0.000095\n\nPAST OBSERVATIONS (most recent last):\n[cycle 898500] idle, baseline\n\n[cycle 903500] cycle=903500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.072200 over the last 200 cycles, currently at 25.387200 and within the range of 12.1 to 12.6.\n\n[cycle 908500] cycle=908500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.135000 over the last 200 cycles, currently at 25.255200 and within the range of 12.1 to 12.6.\n\n[cycle 913500] cycle=913500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.175400 over the last 200 cycles, currently at 25.485100 and within the range of 12.1 to 12.6.\n\n[cycle 918500] idle, baseline\n\n[cycle 923500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=928500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:07:06Z", "turn": 172, "cycle": 933500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=933500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=28%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695500 0.694687 +0.000300 0.002600\nasymmetry 25.357300 25.506532 -0.050800 0.447000\nvel_mean 0.219896 0.221105 -0.001371 0.004109\nvel_max 0.283755 0.285276 +0.000134 0.006047\nvel_var 0.002564 0.002450 +0.000087 0.000341\nvorticity_mean 0.028671 0.027919 +0.004513 0.011131\nstress_xx -0.000513 -0.000517 -0.000037 0.000132\nstress_yy 0.000498 0.000489 +0.000014 0.000118\nstress_xy -0.000183 -0.000179 -0.000031 0.000091\n\nPAST OBSERVATIONS (most recent last):\n[cycle 903500] cycle=903500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.072200 over the last 200 cycles, currently at 25.387200 and within the range of 12.1 to 12.6.\n\n[cycle 908500] cycle=908500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.135000 over the last 200 cycles, currently at 25.255200 and within the range of 12.1 to 12.6.\n\n[cycle 913500] cycle=913500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.175400 over the last 200 cycles, currently at 25.485100 and within the range of 12.1 to 12.6.\n\n[cycle 918500] idle, baseline\n\n[cycle 923500] idle, baseline\n\n[cycle 928500] cycle=928500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:08:16Z", "turn": 173, "cycle": 938500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=938500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694200 0.694655 -0.000900 0.002600\nasymmetry 25.621200 25.516799 +0.187100 0.461200\nvel_mean 0.219381 0.221112 -0.000539 0.004144\nvel_max 0.286458 0.285211 +0.001191 0.006650\nvel_var 0.002543 0.002450 +0.000020 0.000347\nvorticity_mean 0.033222 0.027884 +0.003047 0.011176\nstress_xx -0.000540 -0.000515 -0.000015 0.000131\nstress_yy 0.000482 0.000499 +0.000007 0.000112\nstress_xy -0.000173 -0.000171 +0.000035 0.000097\n\nPAST OBSERVATIONS (most recent last):\n[cycle 908500] cycle=908500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.135000 over the last 200 cycles, currently at 25.255200 and within the range of 12.1 to 12.6.\n\n[cycle 913500] cycle=913500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.175400 over the last 200 cycles, currently at 25.485100 and within the range of 12.1 to 12.6.\n\n[cycle 918500] idle, baseline\n\n[cycle 923500] idle, baseline\n\n[cycle 928500] cycle=928500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\n[cycle 933500] Asymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:09:28Z", "turn": 174, "cycle": 943500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=943500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.3W util=29%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694400 0.694638 -0.000400 0.002600\nasymmetry 25.573400 25.526384 +0.056000 0.440700\nvel_mean 0.221538 0.221108 +0.001971 0.004120\nvel_max 0.285503 0.285119 -0.001267 0.006959\nvel_var 0.002402 0.002451 -0.000170 0.000347\nvorticity_mean 0.029720 0.027885 -0.003519 0.011093\nstress_xx -0.000492 -0.000512 +0.000057 0.000138\nstress_yy 0.000514 0.000501 +0.000070 0.000093\nstress_xy -0.000169 -0.000172 +0.000003 0.000086\n\nPAST OBSERVATIONS (most recent last):\n[cycle 913500] cycle=913500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.175400 over the last 200 cycles, currently at 25.485100 and within the range of 12.1 to 12.6.\n\n[cycle 918500] idle, baseline\n\n[cycle 923500] idle, baseline\n\n[cycle 928500] cycle=928500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\n[cycle 933500] Asymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\n[cycle 938500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=943500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.056000 over the last 200 cycles, currently at 25.573400 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:10:39Z", "turn": 175, "cycle": 948500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=948500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 41.7W util=28%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694200 0.694626 +0.000300 0.002500\nasymmetry 25.607900 25.534669 -0.040500 0.450500\nvel_mean 0.223233 0.221095 +0.001116 0.004159\nvel_max 0.283458 0.285099 -0.003205 0.005699\nvel_var 0.002272 0.002451 -0.000066 0.000341\nvorticity_mean 0.023303 0.027921 -0.004843 0.011100\nstress_xx -0.000509 -0.000513 -0.000005 0.000156\nstress_yy 0.000516 0.000490 -0.000003 0.000106\nstress_xy -0.000174 -0.000177 -0.000017 0.000103\n\nPAST OBSERVATIONS (most recent last):\n[cycle 918500] idle, baseline\n\n[cycle 923500] idle, baseline\n\n[cycle 928500] cycle=928500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\n[cycle 933500] Asymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\n[cycle 938500] idle, baseline\n\n[cycle 943500] cycle=943500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.056000 over the last 200 cycles, currently at 25.573400 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:11:51Z", "turn": 176, "cycle": 953500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=953500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 41.4W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695200 0.694590 +0.001100 0.002600\nasymmetry 25.446900 25.544770 -0.182000 0.469300\nvel_mean 0.221218 0.221097 -0.001231 0.004138\nvel_max 0.283160 0.285220 -0.000699 0.007073\nvel_var 0.002482 0.002451 +0.000100 0.000344\nvorticity_mean 0.024268 0.027936 +0.001423 0.011227\nstress_xx -0.000534 -0.000517 -0.000043 0.000127\nstress_yy 0.000532 0.000492 +0.000041 0.000111\nstress_xy -0.000192 -0.000178 -0.000008 0.000083\n\nPAST OBSERVATIONS (most recent last):\n[cycle 923500] idle, baseline\n\n[cycle 928500] cycle=928500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\n[cycle 933500] Asymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\n[cycle 938500] idle, baseline\n\n[cycle 943500] cycle=943500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.056000 over the last 200 cycles, currently at 25.573400 and within the range of 12.1 to 12.6.\n\n[cycle 948500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=953500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.182000 over the last 200 cycles, currently at 25.446900 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:13:03Z", "turn": 177, "cycle": 958500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=958500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.3W util=34%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695000 0.694600 -0.000200 0.002600\nasymmetry 25.475400 25.550042 +0.054300 0.442000\nvel_mean 0.219906 0.221104 -0.001141 0.004136\nvel_max 0.285153 0.285273 +0.001217 0.006476\nvel_var 0.002522 0.002450 +0.000010 0.000349\nvorticity_mean 0.030456 0.027912 +0.005366 0.011130\nstress_xx -0.000494 -0.000514 +0.000061 0.000141\nstress_yy 0.000497 0.000502 +0.000005 0.000102\nstress_xy -0.000145 -0.000173 +0.000052 0.000097\n\nPAST OBSERVATIONS (most recent last):\n[cycle 928500] cycle=928500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\n[cycle 933500] Asymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\n[cycle 938500] idle, baseline\n\n[cycle 943500] cycle=943500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.056000 over the last 200 cycles, currently at 25.573400 and within the range of 12.1 to 12.6.\n\n[cycle 948500] idle, baseline\n\n[cycle 953500] cycle=953500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.182000 over the last 200 cycles, currently at 25.446900 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:14:13Z", "turn": 178, "cycle": 963500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=963500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 41.7W util=26%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694800 0.694593 -0.000400 0.002500\nasymmetry 25.570300 25.558102 +0.109900 0.448100\nvel_mean 0.219660 0.221108 +0.000367 0.004120\nvel_max 0.287181 0.285167 +0.000851 0.007078\nvel_var 0.002560 0.002451 -0.000047 0.000341\nvorticity_mean 0.033165 0.027883 +0.001441 0.011087\nstress_xx -0.000529 -0.000512 -0.000012 0.000156\nstress_yy 0.000505 0.000497 +0.000037 0.000090\nstress_xy -0.000206 -0.000173 -0.000034 0.000091\n\nPAST OBSERVATIONS (most recent last):\n[cycle 933500] Asymmetry increased by -0.145000 over the last 200 cycles, currently at 25.425400 and within the range of 12.1 to 12.6.\n\n[cycle 938500] idle, baseline\n\n[cycle 943500] cycle=943500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.056000 over the last 200 cycles, currently at 25.573400 and within the range of 12.1 to 12.6.\n\n[cycle 948500] idle, baseline\n\n[cycle 953500] cycle=953500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.182000 over the last 200 cycles, currently at 25.446900 and within the range of 12.1 to 12.6.\n\n[cycle 958500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:15:24Z", "turn": 179, "cycle": 968500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=968500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.3W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.693700 0.694530 -0.000300 0.002600\nasymmetry 25.697900 25.574326 +0.026400 0.454200\nvel_mean 0.222250 0.221105 +0.002264 0.004100\nvel_max 0.284257 0.285188 -0.001378 0.007301\nvel_var 0.002327 0.002451 -0.000148 0.000346\nvorticity_mean 0.027818 0.027891 -0.004854 0.011168\nstress_xx -0.000523 -0.000514 +0.000005 0.000139\nstress_yy 0.000500 0.000491 -0.000010 0.000099\nstress_xy -0.000173 -0.000177 +0.000002 0.000093\n\nPAST OBSERVATIONS (most recent last):\n[cycle 938500] idle, baseline\n\n[cycle 943500] cycle=943500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.056000 over the last 200 cycles, currently at 25.573400 and within the range of 12.1 to 12.6.\n\n[cycle 948500] idle, baseline\n\n[cycle 953500] cycle=953500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.182000 over the last 200 cycles, currently at 25.446900 and within the range of 12.1 to 12.6.\n\n[cycle 958500] idle, baseline\n\n[cycle 963500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:16:38Z", "turn": 180, "cycle": 973500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=973500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=32%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694100 0.694512 +0.000700 0.002700\nasymmetry 25.662000 25.584003 -0.108700 0.445600\nvel_mean 0.222413 0.221096 -0.000235 0.004104\nvel_max 0.283356 0.285189 -0.003317 0.006861\nvel_var 0.002382 0.002451 +0.000094 0.000351\nvorticity_mean 0.022744 0.027929 -0.003509 0.011103\nstress_xx -0.000501 -0.000516 -0.000010 0.000147\nstress_yy 0.000504 0.000495 +0.000004 0.000110\nstress_xy -0.000147 -0.000178 +0.000026 0.000106\n\nPAST OBSERVATIONS (most recent last):\n[cycle 943500] cycle=943500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.056000 over the last 200 cycles, currently at 25.573400 and within the range of 12.1 to 12.6.\n\n[cycle 948500] idle, baseline\n\n[cycle 953500] cycle=953500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.182000 over the last 200 cycles, currently at 25.446900 and within the range of 12.1 to 12.6.\n\n[cycle 958500] idle, baseline\n\n[cycle 963500] idle, baseline\n\n[cycle 968500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=973500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.108700 over the last 200 cycles, currently at 25.662000 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:17:48Z", "turn": 181, "cycle": 978500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=978500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=30%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695200 0.694527 +0.000400 0.002600\nasymmetry 25.452000 25.587266 -0.083200 0.450600\nvel_mean 0.221048 0.221096 -0.001406 0.004137\nvel_max 0.285065 0.285245 +0.001779 0.006427\nvel_var 0.002517 0.002451 +0.000086 0.000342\nvorticity_mean 0.025402 0.027932 +0.002982 0.011161\nstress_xx -0.000463 -0.000515 +0.000033 0.000124\nstress_yy 0.000497 0.000503 -0.000024 0.000102\nstress_xy -0.000162 -0.000172 +0.000033 0.000077\n\nPAST OBSERVATIONS (most recent last):\n[cycle 948500] idle, baseline\n\n[cycle 953500] cycle=953500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.182000 over the last 200 cycles, currently at 25.446900 and within the range of 12.1 to 12.6.\n\n[cycle 958500] idle, baseline\n\n[cycle 963500] idle, baseline\n\n[cycle 968500] idle, baseline\n\n[cycle 973500] cycle=973500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.108700 over the last 200 cycles, currently at 25.662000 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=978500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.083200 over the last 200 cycles, currently at 25.452000 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:19:00Z", "turn": 182, "cycle": 983500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=983500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.2W util=32%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695100 0.694478 -0.000600 0.002700\nasymmetry 25.516700 25.601216 +0.129100 0.483100\nvel_mean 0.219251 0.221112 -0.001462 0.004144\nvel_max 0.286435 0.285132 +0.001218 0.007261\nvel_var 0.002593 0.002450 +0.000107 0.000350\nvorticity_mean 0.031979 0.027896 +0.005070 0.011228\nstress_xx -0.000553 -0.000513 -0.000040 0.000136\nstress_yy 0.000489 0.000495 -0.000037 0.000100\nstress_xy -0.000182 -0.000172 -0.000007 0.000107\n\nPAST OBSERVATIONS (most recent last):\n[cycle 953500] cycle=953500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.182000 over the last 200 cycles, currently at 25.446900 and within the range of 12.1 to 12.6.\n\n[cycle 958500] idle, baseline\n\n[cycle 963500] idle, baseline\n\n[cycle 968500] idle, baseline\n\n[cycle 973500] cycle=973500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.108700 over the last 200 cycles, currently at 25.662000 and within the range of 12.1 to 12.6.\n\n[cycle 978500] cycle=978500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.083200 over the last 200 cycles, currently at 25.452000 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:20:11Z", "turn": 183, "cycle": 988500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=988500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.6W util=26%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.693800 0.694510 -0.001200 0.002500\nasymmetry 25.718600 25.601060 +0.198600 0.453500\nvel_mean 0.220116 0.221110 +0.000927 0.004088\nvel_max 0.286962 0.285245 +0.001311 0.006265\nvel_var 0.002468 0.002450 -0.000102 0.000354\nvorticity_mean 0.032502 0.027886 -0.000388 0.011065\nstress_xx -0.000529 -0.000514 -0.000001 0.000145\nstress_yy 0.000478 0.000490 -0.000030 0.000101\nstress_xy -0.000162 -0.000180 +0.000055 0.000101\n\nPAST OBSERVATIONS (most recent last):\n[cycle 958500] idle, baseline\n\n[cycle 963500] idle, baseline\n\n[cycle 968500] idle, baseline\n\n[cycle 973500] cycle=973500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.108700 over the last 200 cycles, currently at 25.662000 and within the range of 12.1 to 12.6.\n\n[cycle 978500] cycle=978500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.083200 over the last 200 cycles, currently at 25.452000 and within the range of 12.1 to 12.6.\n\n[cycle 983500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=988500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.198600 over the last 200 cycles, currently at 25.718600 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:21:20Z", "turn": 184, "cycle": 993500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=993500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=29%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.693300 0.694474 +0.000200 0.002600\nasymmetry 25.809600 25.614389 -0.052300 0.449400\nvel_mean 0.222685 0.221100 +0.001618 0.004123\nvel_max 0.285315 0.285252 -0.001678 0.006705\nvel_var 0.002299 0.002451 -0.000097 0.000338\nvorticity_mean 0.025976 0.027904 -0.005286 0.011151\nstress_xx -0.000500 -0.000517 +0.000018 0.000127\nstress_yy 0.000502 0.000498 +0.000018 0.000107\nstress_xy -0.000187 -0.000178 +0.000016 0.000100\n\nPAST OBSERVATIONS (most recent last):\n[cycle 963500] idle, baseline\n\n[cycle 968500] idle, baseline\n\n[cycle 973500] cycle=973500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.108700 over the last 200 cycles, currently at 25.662000 and within the range of 12.1 to 12.6.\n\n[cycle 978500] cycle=978500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.083200 over the last 200 cycles, currently at 25.452000 and within the range of 12.1 to 12.6.\n\n[cycle 983500] idle, baseline\n\n[cycle 988500] cycle=988500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.198600 over the last 200 cycles, currently at 25.718600 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=993500 omega=1.97 khra=0.03 gixx=0.008\nidle, baseline"}
{"ts": "2026-06-06T12:22:34Z", "turn": 185, "cycle": 998500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=998500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.5W util=31%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694800 0.694437 +0.000800 0.002600\nasymmetry 25.567700 25.626750 -0.118500 0.451400\nvel_mean 0.222447 0.221096 -0.000315 0.004133\nvel_max 0.283211 0.285173 -0.000356 0.007065\nvel_var 0.002432 0.002451 +0.000058 0.000349\nvorticity_mean 0.022486 0.027933 -0.001813 0.011187\nstress_xx -0.000507 -0.000515 -0.000004 0.000122\nstress_yy 0.000490 0.000501 -0.000025 0.000105\nstress_xy -0.000166 -0.000170 +0.000029 0.000087\n\nPAST OBSERVATIONS (most recent last):\n[cycle 968500] idle, baseline\n\n[cycle 973500] cycle=973500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.108700 over the last 200 cycles, currently at 25.662000 and within the range of 12.1 to 12.6.\n\n[cycle 978500] cycle=978500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.083200 over the last 200 cycles, currently at 25.452000 and within the range of 12.1 to 12.6.\n\n[cycle 983500] idle, baseline\n\n[cycle 988500] cycle=988500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.198600 over the last 200 cycles, currently at 25.718600 and within the range of 12.1 to 12.6.\n\n[cycle 993500] cycle=993500 omega=1.97 khra=0.03 gixx=0.008\nidle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=998500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.118500 over the last 200 cycles, currently at 25.567700 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:23:44Z", "turn": 186, "cycle": 1003500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=1003500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.1W util=26%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695400 0.694403 +0.000300 0.002600\nasymmetry 25.459900 25.639695 -0.052500 0.448100\nvel_mean 0.220590 0.221108 -0.001920 0.004086\nvel_max 0.285951 0.285147 +0.002790 0.006257\nvel_var 0.002505 0.002450 +0.000139 0.000350\nvorticity_mean 0.027177 0.027919 +0.004131 0.011095\nstress_xx -0.000513 -0.000511 -0.000033 0.000151\nstress_yy 0.000462 0.000493 -0.000047 0.000101\nstress_xy -0.000165 -0.000174 +0.000016 0.000092\n\nPAST OBSERVATIONS (most recent last):\n[cycle 973500] cycle=973500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.108700 over the last 200 cycles, currently at 25.662000 and within the range of 12.1 to 12.6.\n\n[cycle 978500] cycle=978500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.083200 over the last 200 cycles, currently at 25.452000 and within the range of 12.1 to 12.6.\n\n[cycle 983500] idle, baseline\n\n[cycle 988500] cycle=988500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.198600 over the last 200 cycles, currently at 25.718600 and within the range of 12.1 to 12.6.\n\n[cycle 993500] cycle=993500 omega=1.97 khra=0.03 gixx=0.008\nidle, baseline\n\n[cycle 998500] cycle=998500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.118500 over the last 200 cycles, currently at 25.567700 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry increased by -0.052500 over the last 200 cycles, currently at 25.459900 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:24:54Z", "turn": 187, "cycle": 1008500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=1008500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.4W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694700 0.694395 -0.000900 0.002600\nasymmetry 25.582000 25.646279 +0.137300 0.454000\nvel_mean 0.219146 0.221118 -0.000822 0.004149\nvel_max 0.286296 0.285189 +0.001061 0.006634\nvel_var 0.002577 0.002449 +0.000032 0.000340\nvorticity_mean 0.032923 0.027887 +0.004002 0.011147\nstress_xx -0.000520 -0.000517 +0.000041 0.000131\nstress_yy 0.000478 0.000492 +0.000019 0.000112\nstress_xy -0.000136 -0.000181 +0.000052 0.000099\n\nPAST OBSERVATIONS (most recent last):\n[cycle 978500] cycle=978500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.083200 over the last 200 cycles, currently at 25.452000 and within the range of 12.1 to 12.6.\n\n[cycle 983500] idle, baseline\n\n[cycle 988500] cycle=988500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.198600 over the last 200 cycles, currently at 25.718600 and within the range of 12.1 to 12.6.\n\n[cycle 993500] cycle=993500 omega=1.97 khra=0.03 gixx=0.008\nidle, baseline\n\n[cycle 998500] cycle=998500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.118500 over the last 200 cycles, currently at 25.567700 and within the range of 12.1 to 12.6.\n\n[cycle 1003500] Asymmetry increased by -0.052500 over the last 200 cycles, currently at 25.459900 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "Asymmetry increased by +0.137300 over the last 200 cycles, currently at 25.582000 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:26:06Z", "turn": 188, "cycle": 1013500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=1013500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.9W util=28%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.693100 0.694352 -0.000500 0.002600\nasymmetry 25.899000 25.659315 +0.112000 0.446600\nvel_mean 0.221122 0.221117 +0.001527 0.004140\nvel_max 0.286558 0.285253 +0.000119 0.006413\nvel_var 0.002368 0.002450 -0.000162 0.000349\nvorticity_mean 0.030981 0.027873 -0.002299 0.011186\nstress_xx -0.000532 -0.000519 -0.000040 0.000115\nstress_yy 0.000482 0.000499 +0.000028 0.000111\nstress_xy -0.000180 -0.000173 -0.000021 0.000094\n\nPAST OBSERVATIONS (most recent last):\n[cycle 983500] idle, baseline\n\n[cycle 988500] cycle=988500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.198600 over the last 200 cycles, currently at 25.718600 and within the range of 12.1 to 12.6.\n\n[cycle 993500] cycle=993500 omega=1.97 khra=0.03 gixx=0.008\nidle, baseline\n\n[cycle 998500] cycle=998500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.118500 over the last 200 cycles, currently at 25.567700 and within the range of 12.1 to 12.6.\n\n[cycle 1003500] Asymmetry increased by -0.052500 over the last 200 cycles, currently at 25.459900 and within the range of 12.1 to 12.6.\n\n[cycle 1008500] Asymmetry increased by +0.137300 over the last 200 cycles, currently at 25.582000 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:27:17Z", "turn": 189, "cycle": 1018500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=1018500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.2W util=32%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694100 0.694379 +0.000300 0.002600\nasymmetry 25.699600 25.661589 -0.078300 0.450400\nvel_mean 0.222799 0.221098 +0.001329 0.004091\nvel_max 0.283903 0.285241 -0.002538 0.007978\nvel_var 0.002376 0.002451 -0.000032 0.000341\nvorticity_mean 0.024043 0.027912 -0.005416 0.011080\nstress_xx -0.000517 -0.000513 +0.000014 0.000141\nstress_yy 0.000495 0.000500 +0.000020 0.000089\nstress_xy -0.000166 -0.000170 +0.000021 0.000093\n\nPAST OBSERVATIONS (most recent last):\n[cycle 988500] cycle=988500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by +0.198600 over the last 200 cycles, currently at 25.718600 and within the range of 12.1 to 12.6.\n\n[cycle 993500] cycle=993500 omega=1.97 khra=0.03 gixx=0.008\nidle, baseline\n\n[cycle 998500] cycle=998500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.118500 over the last 200 cycles, currently at 25.567700 and within the range of 12.1 to 12.6.\n\n[cycle 1003500] Asymmetry increased by -0.052500 over the last 200 cycles, currently at 25.459900 and within the range of 12.1 to 12.6.\n\n[cycle 1008500] Asymmetry increased by +0.137300 over the last 200 cycles, currently at 25.582000 and within the range of 12.1 to 12.6.\n\n[cycle 1013500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:28:31Z", "turn": 190, "cycle": 1023500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=1023500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 41.9W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695000 0.694344 +0.000700 0.002500\nasymmetry 25.557800 25.673661 -0.116300 0.441500\nvel_mean 0.222393 0.221101 -0.000737 0.004160\nvel_max 0.284876 0.285146 +0.001181 0.006989\nvel_var 0.002372 0.002450 +0.000038 0.000343\nvorticity_mean 0.023144 0.027933 +0.000125 0.011083\nstress_xx -0.000510 -0.000512 -0.000028 0.000126\nstress_yy 0.000507 0.000491 +0.000004 0.000097\nstress_xy -0.000172 -0.000178 -0.000015 0.000086\n\nPAST OBSERVATIONS (most recent last):\n[cycle 993500] cycle=993500 omega=1.97 khra=0.03 gixx=0.008\nidle, baseline\n\n[cycle 998500] cycle=998500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.118500 over the last 200 cycles, currently at 25.567700 and within the range of 12.1 to 12.6.\n\n[cycle 1003500] Asymmetry increased by -0.052500 over the last 200 cycles, currently at 25.459900 and within the range of 12.1 to 12.6.\n\n[cycle 1008500] Asymmetry increased by +0.137300 over the last 200 cycles, currently at 25.582000 and within the range of 12.1 to 12.6.\n\n[cycle 1013500] idle, baseline\n\n[cycle 1018500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=1023500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.116300 over the last 200 cycles, currently at 25.557800 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:29:40Z", "turn": 191, "cycle": 1028500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=1028500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.6W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695600 0.694314 +0.000500 0.002700\nasymmetry 25.483200 25.686164 -0.071600 0.453400\nvel_mean 0.219937 0.221109 -0.001374 0.004130\nvel_max 0.284206 0.285226 +0.000292 0.006912\nvel_var 0.002558 0.002450 +0.000099 0.000343\nvorticity_mean 0.029267 0.027912 +0.004904 0.011173\nstress_xx -0.000482 -0.000519 +0.000013 0.000141\nstress_yy 0.000522 0.000492 +0.000049 0.000112\nstress_xy -0.000174 -0.000179 -0.000020 0.000090\n\nPAST OBSERVATIONS (most recent last):\n[cycle 998500] cycle=998500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.118500 over the last 200 cycles, currently at 25.567700 and within the range of 12.1 to 12.6.\n\n[cycle 1003500] Asymmetry increased by -0.052500 over the last 200 cycles, currently at 25.459900 and within the range of 12.1 to 12.6.\n\n[cycle 1008500] Asymmetry increased by +0.137300 over the last 200 cycles, currently at 25.582000 and within the range of 12.1 to 12.6.\n\n[cycle 1013500] idle, baseline\n\n[cycle 1018500] idle, baseline\n\n[cycle 1023500] cycle=1023500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.116300 over the last 200 cycles, currently at 25.557800 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=1028500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.071600 over the last 200 cycles, currently at 25.483200 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:30:50Z", "turn": 192, "cycle": 1033500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=1033500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 42.4W util=27%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.693600 0.694300 -0.001000 0.002500\nasymmetry 25.820100 25.693626 +0.204300 0.436900\nvel_mean 0.219581 0.221117 -0.000022 0.004105\nvel_max 0.286585 0.285194 +0.001898 0.006077\nvel_var 0.002506 0.002450 -0.000045 0.000345\nvorticity_mean 0.033262 0.027882 +0.002755 0.011114\nstress_xx -0.000575 -0.000515 -0.000126 0.000142\nstress_yy 0.000490 0.000501 +0.000026 0.000103\nstress_xy -0.000196 -0.000170 -0.000043 0.000093\n\nPAST OBSERVATIONS (most recent last):\n[cycle 1003500] Asymmetry increased by -0.052500 over the last 200 cycles, currently at 25.459900 and within the range of 12.1 to 12.6.\n\n[cycle 1008500] Asymmetry increased by +0.137300 over the last 200 cycles, currently at 25.582000 and within the range of 12.1 to 12.6.\n\n[cycle 1013500] idle, baseline\n\n[cycle 1018500] idle, baseline\n\n[cycle 1023500] cycle=1023500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.116300 over the last 200 cycles, currently at 25.557800 and within the range of 12.1 to 12.6.\n\n[cycle 1028500] cycle=1028500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.071600 over the last 200 cycles, currently at 25.483200 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:31:58Z", "turn": 193, "cycle": 1038500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=1038500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 51.8W util=31%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.693700 0.694277 -0.000100 0.002600\nasymmetry 25.821800 25.704760 +0.022900 0.450800\nvel_mean 0.221618 0.221109 +0.002015 0.004145\nvel_max 0.287493 0.285199 -0.001303 0.007067\nvel_var 0.002394 0.002451 -0.000144 0.000329\nvorticity_mean 0.029174 0.027885 -0.003905 0.011120\nstress_xx -0.000522 -0.000511 +0.000047 0.000141\nstress_yy 0.000509 0.000499 +0.000049 0.000094\nstress_xy -0.000183 -0.000173 -0.000019 0.000107\n\nPAST OBSERVATIONS (most recent last):\n[cycle 1008500] Asymmetry increased by +0.137300 over the last 200 cycles, currently at 25.582000 and within the range of 12.1 to 12.6.\n\n[cycle 1013500] idle, baseline\n\n[cycle 1018500] idle, baseline\n\n[cycle 1023500] cycle=1023500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.116300 over the last 200 cycles, currently at 25.557800 and within the range of 12.1 to 12.6.\n\n[cycle 1028500] cycle=1028500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.071600 over the last 200 cycles, currently at 25.483200 and within the range of 12.1 to 12.6.\n\n[cycle 1033500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "idle, baseline"}
{"ts": "2026-06-06T12:33:05Z", "turn": 194, "cycle": 1043500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=1043500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 43.3W util=40%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.694200 0.694227 +0.000200 0.002700\nasymmetry 25.716000 25.718453 -0.031100 0.460500\nvel_mean 0.223143 0.221101 +0.001010 0.004117\nvel_max 0.284451 0.285225 -0.000779 0.006695\nvel_var 0.002325 0.002451 -0.000053 0.000347\nvorticity_mean 0.022895 0.027917 -0.004667 0.011164\nstress_xx -0.000521 -0.000517 -0.000001 0.000115\nstress_yy 0.000530 0.000489 +0.000018 0.000098\nstress_xy -0.000181 -0.000179 -0.000042 0.000090\n\nPAST OBSERVATIONS (most recent last):\n[cycle 1013500] idle, baseline\n\n[cycle 1018500] idle, baseline\n\n[cycle 1023500] cycle=1023500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.116300 over the last 200 cycles, currently at 25.557800 and within the range of 12.1 to 12.6.\n\n[cycle 1028500] cycle=1028500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.071600 over the last 200 cycles, currently at 25.483200 and within the range of 12.1 to 12.6.\n\n[cycle 1033500] idle, baseline\n\n[cycle 1038500] idle, baseline\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=1043500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.031100 over the last 200 cycles, currently at 25.716000 and within the range of 12.1 to 12.6."}
{"ts": "2026-06-06T12:34:11Z", "turn": 195, "cycle": 1048500, "model": "gemma3:4b", "prompt": "CURRENT WINDOW (200 frames):\ncycle=1048500 omega=1.97 khra=0.03 gixx=0.008\ngpu=44C 44.2W util=28%\n\nmetric now mean delta range\n----------------------------------------------------------\ncoherence 0.695000 0.694215 +0.001000 0.002600\nasymmetry 25.597600 25.727461 -0.157100 0.449400\nvel_mean 0.221215 0.221103 -0.001637 0.004113\nvel_max 0.283552 0.285227 -0.001475 0.006230\nvel_var 0.002468 0.002450 +0.000150 0.000343\nvorticity_mean 0.024533 0.027931 +0.001697 0.011057\nstress_xx -0.000524 -0.000521 -0.000027 0.000142\nstress_yy 0.000540 0.000496 +0.000051 0.000111\nstress_xy -0.000198 -0.000176 -0.000020 0.000115\n\nPAST OBSERVATIONS (most recent last):\n[cycle 1018500] idle, baseline\n\n[cycle 1023500] cycle=1023500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.116300 over the last 200 cycles, currently at 25.557800 and within the range of 12.1 to 12.6.\n\n[cycle 1028500] cycle=1028500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.071600 over the last 200 cycles, currently at 25.483200 and within the range of 12.1 to 12.6.\n\n[cycle 1033500] idle, baseline\n\n[cycle 1038500] idle, baseline\n\n[cycle 1043500] cycle=1043500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.031100 over the last 200 cycles, currently at 25.716000 and within the range of 12.1 to 12.6.\n\nWhat patterns do you see? What is repeating or changing?", "response": "cycle=1048500 omega=1.97 khra=0.03 gixx=0.008\nAsymmetry increased by -0.157100 over the last 200 cycles, currently at 25.597600 and within the range of 12.1 to 12.6."}