ACTUAL PYTORCH CHECKPOINT / NO ANALYTIC SUBSTITUTE

What seed 97 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 = 0.51548 rad · Pooled byte entropy = 7.668 bits/value · Unique byte values observed = 239

Counterfactual locality and answer tests

QuadrantChanged bytes (mean)Change within regionFlip correct: commutatorFlip correct: direct phaseOther questions unchanged
012.8499.3%100.0%100.0%100.0%
112.7799.1%100.0%100.0%100.0%
212.7798.9%100.0%100.0%100.0%
312.6498.7%100.0%100.0%100.0%

One held-out image: mark flip in quadrant_0

Learned phase τ

-0.3624-0.86120.30590.2494-0.6447-0.92711.0776-0.2682-0.3624-0.9271-0.7859-0.3247-0.8988-1.0682-0.6635-0.5224-0.0894-0.6165-0.7388-0.2306-0.0141-1.0118-0.5318-0.5129-0.2212-0.1929-0.1459-0.25880.0235-0.01410.3341-0.5129-0.3341-0.69180.22120.24940.18350.67291.1059-0.8612-0.2024-0.8518-0.6729-0.14590.24940.77651.05880.6259-0.0235-0.4847-0.7012-0.37180.15530.06120.86120.1647-0.0988-0.2306-0.3435-0.3247-0.2494-0.0518-0.0894-0.3153

Byte changes after color flip

51.0000154.000039.000090.00000.00000.00000.00000.000035.0000171.0000158.000038.00000.00000.00000.00000.000026.000059.0000122.000037.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.0000

Uniform-query commutator magnitude

0.49371.10391.03991.03360.37871.69141.97310.27030.62010.34000.45950.57400.87270.40590.19300.16010.53740.43780.77080.21790.95751.06840.83930.42040.11640.49590.38210.57620.16420.75751.11460.45230.37930.89590.86510.39820.48900.44191.66561.45060.66260.40630.52170.45280.52940.75460.47270.92550.46330.33300.48380.52310.41280.78701.14170.51120.29390.63040.63830.57120.43950.84851.12480.2211

One held-out image: mark flip in quadrant_3

Learned phase τ

-0.3624-0.86120.30590.2494-0.6447-0.92711.0776-0.2682-0.3624-0.9271-0.7859-0.3247-0.8988-1.0682-0.6635-0.5224-0.0894-0.6165-0.7388-0.2306-0.0141-1.0118-0.5318-0.5129-0.2212-0.1929-0.1459-0.25880.0235-0.01410.3341-0.5129-0.3341-0.69180.22120.24940.18350.67291.1059-0.8612-0.2024-0.8518-0.6729-0.14590.24940.77651.05880.6259-0.0235-0.4847-0.7012-0.37180.15530.06120.86120.1647-0.0988-0.2306-0.3435-0.3247-0.2494-0.0518-0.0894-0.3153

Byte changes after color flip

0.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.00000.000018.000033.000042.00000.00000.00000.00000.00000.0000147.0000183.0000184.00000.00000.00000.00000.00000.0000160.0000207.0000145.00000.00000.00000.00000.00000.000018.0000162.000094.00000.00000.00000.00000.00000.00000.00000.00000.0000

Uniform-query commutator magnitude

0.49371.10391.03991.03360.37871.69141.97310.27030.62010.34000.45950.57400.87270.40590.19300.16010.53740.43780.77080.21790.95751.06840.83930.42040.11640.49590.38210.57620.16420.75751.11460.45230.37930.89590.86510.39820.48900.44191.66561.45060.66260.40630.52170.45280.52940.75460.47270.92550.46330.33300.48380.52310.41280.78701.14170.51120.29390.63040.63830.57120.43950.84851.12480.2211

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