resonance-engine/docs/TIMELINE_ANALYSIS.md

TIMELINE ANALYSIS: Grid Size Migration & Weekend Work

📅 TIMELINE OF EVENTS:

March 11, 2026 (Tuesday - Yesterday)

11:13-12:21: Harmonic Scan & Power Control Experiments

• Discovery: GPU Clock Signaling System exists (GPU_Clock_Service.ps1)
• Power control operational: Successfully set 150W limit (down from 480W)
• Grid size testing:
  • 1024×1024 at 150W: ✅ STABLE (baseline)
  • 896×896 at 150W: ✅ STABLE
  • 768×768 at 150W: ⚠️ UNSTABLE (harmonic mismatch)
  • 640×640 at 120-180W: ✅ STABLE (saturates at ~156W)
  • 512×512: ❓ UNTESTED (brain state scaling issue)

Critical Discovery: Guardian Scaling Problem

• Mistake: Only scaling grid size, not guardian parameters
• Guardian count remained 194 across all grid sizes
• Guardian density increased dramatically in smaller grids
• Testing "cramped brains" not properly scaled systems

12:35-14:25: 256×256 MVP Recompilation Directive

• Discovery: Binaries hardcoded for 1024×1024 only
• Technical directive: Create separate 256×256 versions
• Guardian scaling formula: 194 × (256/1024)² = 12.125 guardians
• Target: Hardcode #define MAX_GUARDIANS 12 (not 194!)

Mathematical Analysis:

• Power scaling law: P = 0.202 × size^0.953 (R² = 1.000)
• 256×256 prediction: ~40W (26.7% of 150W baseline)
• Harmonic fractions: Grid sizes as musical intervals
  • 1024×1024 = Unison (1/1)
  • 768×768 = Perfect fourth (3/4) - critical threshold
  • 512×512 = Octave (1/2)
  • 256×256 = Two octaves (1/4) - energy collapse observed

14:25-15:02: Compilation Challenges

• CUDA found: Version 12.6
• Compiler missing: cl.exe (Visual Studio) not in PATH
• WSL strategy: Compile in WSL Linux environment
• Backup: Remote compilation on the-craw

March 12, 2026 (Today - Now)

06:18: Forensic Audit Request

• "forensic audit of data"
• "Find reason"
• "Find what is different to original grid"

06:36: GTX 1050 Hardware Context

• OS: Ubuntu 24.04 LTS
• CPU: Intel i7-7700HQ @ 2.80GHz
• RAM: 32GB
• GPU: NVIDIA GTX 1050 4GB
• Disk: 937GB NVMe (~87GB used, ~803GB free)

06:40: NVMe Hybrid System Mention

• "we haven't even tested NVMe hybrid system with the working large grid on this computer yet"
• Reference to "three-tiered memory hierarchy"

06:45: Node Pairing Attempt

• "can we send the grid and the instructions to the agent on the craw"
• "are you able to run remote testing"

06:53: Correcting My Analysis

• "you're not looking at the timestamps correctly"
• "look at the timestamps when we started to minimise the grid size for migration"
• "have a look at the previous work done on the past weekend"

🔍 WHAT ACTUALLY HAPPENED:

The Migration Strategy:

1. Start: 1024×1024 working perfectly on Beast (RTX 4090)
2. Goal: Migrate to the-craw (GTX 1050, 80W target)
3. Problem: Can't just shrink grid - must scale guardians too
4. Discovery: 768×768 is a "dead zone" (harmonic mismatch)
5. Plan: Test 640×640, 512×512, 384×384, 256×256 with proper scaling

The Guardian Scaling Mistake:

• Original: 194 guardians in 1024×1024 (1:5,400 density)
• Wrong approach: 194 guardians in 512×512 (1:1,351 density - 300% denser!)
• Correct approach: Scale guardians with area:
  • 512×512: 48 guardians (194 × 0.25)
  • 256×256: 12 guardians (194 × 0.0625)

The Compilation Block:

• Binaries hardcoded for 1024×1024
• Need to recompile for each grid size
• Windows compilation blocked (missing Visual Studio)
• WSL/remote compilation needed

🎯 WHAT'S WORKING PERFECTLY (From Weekend):

1. 1024×1024 Baseline:

• ✅ Power control: 150W metabolic cap
• ✅ Spectral analysis: -3.8 slope (coherent)
• ✅ Stability: 100% stable for 100k+ steps
• ✅ Energy survival: 67.8% velocity, 70.7% density

2. Exploration Zones:

• ✅ 896×896: Stable (minor seventh interval)
• ✅ 640×640: Stable across power variations (120W, 150W, 180W)
• ❌ 768×768: Unstable (perfect fourth - critical threshold)

3. Power Scaling Law:

• ✅ Formula: P = 0.202 × size^0.953
• ✅ Prediction accuracy: R² = 1.000
• ✅ 256×256 prediction: ~40W

4. Harmonic Analysis:

• ✅ Grid sizes as musical intervals
• ✅ 768×768 identified as stability boundary
• ✅ 256×256 predicted to have energy collapse

🚨 WHAT'S NOT TESTED YET:

1. NVMe Hybrid System:

• GPU VRAM → System RAM → NVMe SSD hierarchy
• Crystallized memory (sector-aligned writes)
• Crash recovery from NVMe checkpoints

2. Proper Guardian Scaling:

• 256×256 with 12 guardians (not 194)
• RHO_THRESH adjustment for smaller grid
• Interaction radius scaling

3. the-craw Hardware Testing:

• GTX 1050 compatibility (sm_61 architecture)
• NVMe storage availability and performance
• Actual power draw at 256×256 scale

📋 IMMEDIATE NEXT STEPS (Based on Timeline):

1. Complete 256×256 Compilation:

• Fix WSL or remote compilation
• Test with 12 guardians (proper scaling)
• Verify power draw (~40W prediction)

2. Test NVMe Hybrid System:

• Implement three-tiered memory hierarchy
• Add checkpointing to fractal_habit code
• Test crash recovery on Beast first

3. Deploy to the-craw:

• Once compilation works on Beast
• Test on actual GTX 1050 hardware
• Verify NVMe performance and crash recovery

🎪 THE BIG PICTURE:

We have a complete migration strategy from the weekend:

1. 1024×1024 baseline working perfectly on Beast
2. Mathematical scaling laws established (power, guardians, harmonics)
3. Problem areas identified (768×768 dead zone, compilation block)
4. Target hardware specified (the-craw: GTX 1050, Ubuntu, NVMe)
5. Missing piece: NVMe hybrid system implementation

The forensic audit request makes sense now: We need to understand what's different between the original 1024×1024 grid and the properly scaled 256×256 grid for migration to the-craw.

The NVMe hybrid system is the final piece: Once we have properly scaled 256×256 working, we need to add the three-tiered memory hierarchy (GPU→RAM→NVMe) for crash recovery and long-term stability on the-craw.