ACTUAL PYTORCH CHECKPOINT / NO ANALYTIC SUBSTITUTE

What seed 41 stored

256 fresh synthetic scenes, strict 64-byte quantized phase maps. The color flip changes exactly four input pixels and no others. The visualizations are retrieved from the trained weights.

Phase σ = 0.59158 rad · Pooled byte entropy = 7.794 bits/value · Unique byte values observed = 243

Counterfactual locality and answer tests

QuadrantChanged bytes (mean)Change within regionFlip correct: commutatorFlip correct: direct phaseOther questions unchanged
012.7799.2%100.0%100.0%100.0%
112.7498.4%100.0%100.0%100.0%
212.7199.1%100.0%100.0%100.0%
312.6698.3%100.0%100.0%99.9%

One held-out image: mark flip in quadrant_0

Learned phase τ

-0.66350.16470.6824-0.0988-0.75760.83290.5600-0.1835-0.7671-0.05180.8988-0.1082-0.99290.86120.7294-0.4094-0.6165-0.08000.7200-0.1271-0.93650.83290.3624-0.6071-0.04240.0047-0.0047-0.1929-0.11760.4282-0.2776-0.7200-0.47530.30590.47530.0235-0.07061.0306-1.0400-1.0588-0.6729-0.11760.66350.0988-0.11761.0212-1.0306-1.1435-0.5976-0.24940.41880.1365-0.05180.7294-0.9647-1.0118-0.1082-0.1647-0.0706-0.11760.0424-0.0706-0.2494-0.5506

Byte changes after color flip

112.000079.0000158.000042.00000.00000.00000.00000.0000141.000018.0000187.000064.00000.00000.00000.00000.0000112.000021.0000120.000044.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.0000

Uniform-query commutator magnitude

0.81140.55560.79150.64701.44730.27360.74600.52610.71610.91560.98140.85631.60070.13471.13840.40680.77560.78341.08550.79021.74020.61561.12440.11330.43210.30020.51120.22880.54120.91100.86380.74540.78660.45310.48580.12051.04741.72010.02100.58150.55330.77280.60840.21931.08031.73490.13070.48450.59570.66130.56030.31550.76731.68900.70170.61480.55110.34120.73680.16090.78700.89120.84270.5707

One held-out image: mark flip in quadrant_3

Learned phase τ

-0.66350.16470.6824-0.0988-0.75760.83290.5600-0.1835-0.7671-0.05180.8988-0.1082-0.99290.86120.7294-0.4094-0.6165-0.08000.7200-0.1271-0.93650.83290.3624-0.6071-0.04240.0047-0.0047-0.1929-0.11760.4282-0.2776-0.7200-0.47530.30590.47530.0235-0.07061.0306-1.0400-1.0588-0.6729-0.11760.66350.0988-0.11761.0212-1.0306-1.1435-0.5976-0.24940.41880.1365-0.05180.7294-0.9647-1.0118-0.1082-0.1647-0.0706-0.11760.0424-0.0706-0.2494-0.5506

Byte changes after color flip

0.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.000035.000055.000019.00000.00000.00000.00000.00000.0000186.0000213.0000116.00000.00000.00000.00000.00000.0000215.0000198.0000142.00000.00000.00000.00000.00000.0000164.0000145.000059.00000.00000.00000.00000.00000.00000.00000.00000.0000

Uniform-query commutator magnitude

0.81140.55560.79150.64701.44730.27360.74600.52610.71610.91560.98140.85631.60070.13471.13840.40680.77560.78341.08550.79021.74020.61561.12440.11330.43210.30020.51120.22880.54120.91100.86380.74540.78660.45310.48580.12051.04741.72010.02100.58150.55330.77280.60840.21931.08031.73490.13070.48450.59570.66130.56030.31550.76731.68900.70170.61480.55110.34120.73680.16090.78700.89120.84270.5707

Important: the writer is a convolutional network with finite receptive fields; local changes are architecturally encouraged. No optical wave propagation, lipid effects, or eikonal solution is inferred. Wake magnitude is a deterministic function of the learned phase map.

Download full per-scene-summary JSON, including exact example byte maps