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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-22 02:59:57 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-22 02:59:57 -0500 |
| commit | 8380cc24a0299b9541b9b619328784ee8ecee206 (patch) | |
| tree | 91690f3ee39ed40ee049c7d71746cd42583f02e6 /RESULTS.md | |
| parent | 46bacc8bc3c805f70a2b928980d20d4979e5a7ae (diff) | |
results: record frozen C1 near-miss
Diffstat (limited to 'RESULTS.md')
| -rw-r--r-- | RESULTS.md | 38 |
1 files changed, 38 insertions, 0 deletions
@@ -120,6 +120,44 @@ result therefore depends on subtracting the soma-predictable component, not mere normalizing an oversized update. This is the most direct evidence that the Harnett-specific innovation operation is algorithmically necessary. +## Frozen endogenous mixed-traffic confirmation (MNIST, d3/w256, 15 epochs) + +The 95-run C1 panel crossed five paired model seeds, soma and endogenous top-down traffic, two +independently generated projections per traffic family, four signal controls, and a no-traffic +panel. All runs came from clean revision `18c9c1c`. Test accuracy was evaluated once after +training; alignment and traffic diagnostics used a fixed 512-example training prefix. No +intermediate held-out metric or diagnostic entered the trajectories. + +| traffic | rho | projection seed | signal | test acc (%) | cos(r,-g) | traffic R2 | +|:--------|----:|----------------:|:-------|-------------:|----------:|-----------:| +| none | 0.0 | 1234 | raw | 97.474 ± 0.122 | +0.443 | — | +| none | 0.0 | 1234 | norm-matched raw | 97.474 ± 0.122 | +0.443 | — | +| none | 0.0 | 1234 | innovation | 97.474 ± 0.122 | +0.443 | — | +| soma | 0.5 | 1234 | raw | 93.546 ± 0.508 | +0.037 | 1.000 | +| soma | 0.5 | 1234 | norm-matched raw | 94.614 ± 0.586 | -0.025 | 1.000 | +| soma | 0.5 | 1234 | innovation | 97.474 ± 0.091 | +0.268 | 1.000 | +| soma | 0.5 | 1234 | task-period predictor | 97.462 ± 0.161 | +0.074 | 1.000 | +| soma | 0.5 | 5678 | raw | 93.026 ± 2.046 | +0.025 | 1.000 | +| soma | 0.5 | 5678 | norm-matched raw | 94.210 ± 0.294 | +0.000 | 1.000 | +| soma | 0.5 | 5678 | innovation | 97.390 ± 0.137 | +0.267 | 1.000 | +| soma | 0.5 | 5678 | task-period predictor | 97.450 ± 0.050 | +0.067 | 1.000 | +| top-down | 0.2 | 1234 | raw | 79.674 ± 9.332 | +0.077 | 1.000 | +| top-down | 0.2 | 1234 | norm-matched raw | 93.258 ± 1.029 | -0.063 | 1.000 | +| top-down | 0.2 | 1234 | innovation | 94.778 ± 0.329 | +0.205 | 0.947 | +| top-down | 0.2 | 1234 | task-period predictor | 94.052 ± 0.220 | +0.105 | 0.905 | +| top-down | 0.2 | 5678 | raw | 76.828 ± 16.956 | +0.121 | 1.000 | +| top-down | 0.2 | 5678 | norm-matched raw | 91.240 ± 2.770 | -0.067 | 1.000 | +| top-down | 0.2 | 5678 | innovation | 94.196 ± 1.106 | +0.217 | 0.963 | +| top-down | 0.2 | 5678 | task-period predictor | 93.984 ± 0.578 | +0.126 | 0.922 | + +The innovation-minus-matched gains were `+2.860` and `+3.180` points for the soma projections, +and `+1.520` and `+2.956` points for the top-down projections. Thus three of four realizations +passed all frozen per-realization criteria. The top-down seed-1234 realization passed traffic R2 +(`0.947`) and alignment (`+0.205`) but missed the accuracy threshold. No-traffic innovation was +identical to both controls. **The full C1 confirmation gate fails** because it required every +realization to gain at least two points. This is a near miss with a precise failure mode, not a +passed result; the projection and all five finite trajectories remain in the record. + ## Legacy accuracy (pre-audit implementation) | task | BP | DFA | SDIL | |------------------------------|-----------|-------|---------------| |
