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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-22 15:12:58 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-22 15:12:58 -0500 |
| commit | 3a5132167e53b5b844493e2effcbd851f8759f78 (patch) | |
| tree | dbce16923da878508e06611e503955a488b79036 /PAPER_PLAN.md | |
| parent | bd50846ca6c6030232870eb5588cd5c225c65bce (diff) | |
docs: constrain post-A3 accept recovery claim
Diffstat (limited to 'PAPER_PLAN.md')
| -rw-r--r-- | PAPER_PLAN.md | 31 |
1 files changed, 31 insertions, 0 deletions
diff --git a/PAPER_PLAN.md b/PAPER_PLAN.md index 82b7c08..baf5ebe 100644 --- a/PAPER_PLAN.md +++ b/PAPER_PLAN.md @@ -182,3 +182,34 @@ claim, and score—not another post-hoc ResNet tuning branch. This is the realized branch: A3 SDIL became nonfinite at epoch 89 and ended at chance. A4 remained untouched. The working title therefore stays mechanism-focused, and the standard-ResNet result is a disclosed limitation. + +## Post-A3 accept recovery: innovation on a strong inherited substrate + +The failed direct-vectorizer A3 branch remains closed. The post-failure +baseline audit found two sharply different outcomes: intermittent residual +response mirroring ends at chance with NaN validation loss despite 0.999998 +endpoint Q/W cosine, while modified Kolen--Pollack passes its frozen 20-epoch +screen at 82.66%. Both mechanisms are inherited and receive no novelty credit. + +`MIXED_TRAFFIC.md` defines the only current route that can revise the +standard-ResNet conclusion. It keeps reciprocal KP fixed as the instructional +substrate and crosses raw, norm-matched raw, and neutral-period innovation +under identical four-times-RMS soma-predictable traffic. One short screen, one +full seed-0 validation panel, and one untouched five-seed test panel were +frozen before any mixed-traffic task endpoint. Only the complete final panel +can raise the reviewer estimate to 6/10. + +If it passes, revise the abstract and contribution language narrowly: + +- claim that somato-dendritic innovation is load-bearing on a standard + ResNet-20 with a strong zero-query local reciprocal credit path; +- attribute credit transport and reciprocal plasticity explicitly to Akrout + et al.; do not describe KP performance as SDIL novelty; +- report the 376,832 predictor parameters, elementwise arithmetic, affine + MACs, peak memory, and wall time rather than presenting a MAC-only frontier; +- retain failed natural/top-down traffic and desired-velocity results, so the + claim remains predictable-traffic removal rather than a cortical model. + +If MT-1, MT-2, or MT-3 fails, preserve the current mechanism-only narrative and +the score of 5/10. No lower traffic ratio, deleted seed, or replacement +confirmation panel is permitted. |
