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Diffstat (limited to 'README.md')
| -rw-r--r-- | README.md | 60 |
1 files changed, 42 insertions, 18 deletions
@@ -81,8 +81,8 @@ and scaling behavior. See `NOVELTY.md` for the exact prior-art boundary. Every dynamic seed reaches at least `91.51%`, mean early alignment is `0.999687`, and all trajectory, projection, leakage, query, hardware, MAC, memory, split, and test-isolation checks pass. This untouched confirmation - establishes the strict 7/10 accept bar; it does not establish that added - standard-network depth is useful. + establishes the strict 7/10 accept bar; D4 alone does not establish that + added standard-network depth is useful. - Native author-code fidelity is complete. BurstCCN reaches `80.10%` at its validation-selected epoch versus published `82.97 +/- 0.21%`; Dual Prop reaches `92.46%` versus published `92.41 +/- 0.07%`. Their audited walls are @@ -105,8 +105,8 @@ nevertheless fails: residual outcome decoding is only 47.33%, residuals trail soma by 4.32 points, and the longitudinal correlation is `-0.013`. Thus the recovery sharpens the boundary--causal-role temporal-difference plasticity works in this synthetic task, but the broader Harnett-like population -vectorization signature is not established. The strict score remains 7/10 -and the oral-A depth panel stays sealed. +vectorization signature is not established. At that stage the strict score +remained 7/10 and the old oral-A depth panel stayed sealed. An independent oral-B-v2 then adds an explicit terminal reward/timeout phase, a local linear TD critic, and temporal eligibility traces. Its first frozen @@ -122,6 +122,24 @@ drop in role separation, and 30/30 positive causal signs. This raises the formal milestone to 8/10 and permits only a separately frozen oral-A-v2 protocol; the old depth panel remains closed. +That separately frozen oral-A-v2 protocol is now complete. Its audited 60 +records cross BP, tuned DFA, clean reciprocal KP, and dynamic SDIL over +ResNet-20/32/56 with five paired seeds. Dynamic SDIL rises +`91.584% -> 92.254% -> 92.760%`; all five depth-20-to-56 pairs improve, with a +mean gain of `1.176` points. ResNet-56 SDIL reaches `92.760%` versus `92.632%` +BP, `92.670%` clean KP, and `30.850%` DFA while retaining `0.999423` +early-third alignment at `1.331x` the matched BP MAC estimate. This establishes +the internal 9/10 standard-depth milestone. It does not erase the failed old +branch or show that residualization, rather than the inherited reciprocal +backbone, causes clean-task scaling. + +The next matched crossover is mechanically registered as nine distinct +architecture/size points times nine methods: miniCNN/VGGlike/VGG16, +ResNet-20/32/56, and decoder-Transformer-4/8/12, each with BP, ordinary FA, +DFA, PEPITA, Forward--Forward, EP, Dual Propagation, clean KP, and SDIL. All 81 +cells are mandatory; adding a width, context, or depth point adds all nine +methods rather than an SDIL-only extension. + ## Publication-facing artifacts - `RESULTS.md`: audited positive and negative results; @@ -140,20 +158,26 @@ protocol; the old depth panel remains closed. - `ORAL_A.md`: frozen standard CIFAR ResNet funnel; - `ORAL_A_V2.md`: frozen post-failure representable-subspace funnel; - `ORAL_A_V3.md`: frozen vectorizer-space causal-calibration funnel; +- `ORAL_A_RECOVERY_V2.md`: passed calibrated-BCI-gated + ResNet-20/32/56 scaling protocol; +- `CROSS_ARCHITECTURE_CROSSOVER.md`, `RESNET_CROSSOVER.md`, and + `TRANSFORMER_CROSSOVER.md`: frozen 81-cell matched-crossover contracts; - `REVIEW_SCORECARD.md`: adversarial ICLR-style score trajectory; - `paper/MANUSCRIPT.md`: evidence-bound ICLR working draft; - `paper/CLAIM_LEDGER.json` and `paper/manuscript_audit.json`: direct bindings from manuscript numbers, gate statuses, figures, and claim boundaries to their audited source files; - `results/figs/`: deterministic PDF/PNG main figures, captions, and a source - hash manifest, including the untouched D4 ResNet-20 and oral-B-v2 - confirmations, plus audited RRM failure and dynamic-stability supplements. + hash manifest, including the untouched D4 ResNet-20, oral-B-v2, and + 60-record standard-depth confirmations, plus audited RRM failure and + dynamic-stability supplements. The current main figures show the local-method Pareto frontier, credit assignment versus depth, the load-bearing innovation ablation, and the -untouched standard-ResNet confirmation. The first three require exactly seeds -0--4; the ResNet panel requires paired test seeds 10--14. Both strict renderers -refuse missing, dirty, protocol-mixed, or gate-inconsistent cells. +untouched standard-ResNet confirmations, including positive ResNet-20-to-56 +scaling. The first three require exactly seeds 0--4; the ResNet panels require +paired test seeds 10--14. Strict renderers refuse missing, dirty, +protocol-mixed, source-drifted, or gate-inconsistent cells. ## Verification @@ -165,9 +189,9 @@ experiments/finalize_accept.sh ``` This regenerates all publication-facing figures and manifests, enforces the -frozen Pareto/scaling and D4 confirmation gates, verifies baseline and protocol -mechanics, checks the local-rule smoke tests, evaluates the theory identities, -re-audits completed oral-B outcomes, and rebuilds the audited tables. +frozen Pareto/scaling, D4, oral-B-v2, and 60-record standard-depth gates, +verifies baseline and protocol mechanics, checks the local-rule smoke tests, +evaluates the theory identities, and rebuilds the audited tables. The convolutional infrastructure can be checked independently: @@ -239,9 +263,9 @@ until a new frozen gate is completed. `experiments/finalize_accept.sh` additionally requires strict imports of the frozen BurstCCN and Dual Propagation author-code runs. Both records now pass; -the accept-bar mechanical audit is green. The standard ResNet branch stopped -at its failed A3 validation gate, and the untouched A4 test panel remains -sealed. +the accept-bar mechanical audit is green. The original standard-ResNet branch +stopped at its failed A3 validation gate and its A4 panel remains sealed; the +independently authorized v2 recovery is the separate passed 60-record panel. ## Result discipline @@ -251,9 +275,9 @@ accounting, and final finiteness. Development, validation, and untouched confirmation results are never pooled. Failed gates close their branch instead of triggering seed deletion or post-hoc threshold changes. -The current formal milestone is `8/10` (accept, confidence `4/5`) after the -untouched D4 and oral-B-v2 confirmations. A conservative external-review -forecast is `7/10`: positive added-depth utility, original-data biological +The current formal milestone is `9/10` after the untouched D4, oral-B-v2, and +standard-depth confirmations. A conservative external-review forecast is +`8/10`: the full matched nine-method crossover, original-data biological validation, and a credit pathway novel beyond inherited perturbation/KP mechanisms remain open. Scores change only after an audited frozen stage, not after a pilot or presentation improvement. |