Commit Graph
6 Commits
Author SHA1 Message Date
vvsandClaude Opus 5 f80aeb5d13 Article: ModAB added - Table 8 row (2914 / 2436 / 5350; A' 118/11/25 and 32/9/4), Table 10 column (totals, bound violations, A' vs ModAB per corpus), how it is run (authors' package pymodab 1.0.9, same stopping rule, counts agree with the package's own), the evidence paragraph (ahead on every corpus p <= 0.0013, the one test 3656 vs 5535 183/34, ModAB's own benchmark all 91: 1507 vs 1588, 9 bound violations), 8.6: ModAB's linearity check at the midpoint named as the precursor of our exit judgment, abstract, conclusion, introduction, future work (the comparison no longer missing), reference 20. verify_article: every ModAB number checked; server 467 OK, 0 BAD; regression x2 1226 passed, 0 failed.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-21 21:42:15 +01:00
vvsandClaude Opus 5 b677283afc Article: the similarity in the step is earned, not scaffolding; literature in place.
S-ablation of A' (server): A' with each of the nine similarity functions in the step - tent 4443 on the paper protocol (13032 over 855 problems), the nearest other function e^-|z| 4988 (+12%; +9% over six corpora), quadratic ones 18410-18422 (+315%); ranking as the contraction law predicts; guarantee held with every S. The audit of section 7 rerun on the regenerated sweeps (APS unchanged: triple by shape -493 with the tent, +250 with 1/sqrt(1+z^2); defect -283 vs +215).

Text: abstract and section 3 no longer call the similarity scaffolding - the tent making the step Newton's is a property of the similarity chosen; a paragraph in section 7 on the audit; Table 9a; new 8.6 'What is known, and what is new' - Lagouanelle (the order estimate of 7.1 / 10.5), Rall and Hansen-Patrick (8.1), the log-log slope / COC / ACOC (8.2, formula 6), Schroeder and Traub (the split 7 = false position on sign(f)|f|^(1/m)), Brent's acceptance condition (half), Dekker/Brent (tolerance step); what we found no counterpart for is the decision layer by similarity and analogy and the step set by a similarity whose form is decisive. References 13-19. verify_article: Table 9a, the percentages and the audit numbers added; server 446 OK, 0 BAD; regression x2 1226 passed, 0 failed.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-21 21:22:41 +01:00
vvsandClaude Opus 5 667f243f54 Article proof-reading: the introduction no longer says the four new corpora were unseen (three were used to close the last two gaps; only the fourth was run once after the code was frozen); a repeated clause in 8.2 merged. verify_article also recomputes every sign-test p printed in Section 9. Server: 411 OK, 0 BAD; regression x2 1226 passed, 0 failed.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-21 21:03:15 +01:00
vvsandClaude Opus 5 16b9ab87f1 Article (canonical .md), step 2: abstract, introduction, a note in section 3, the close of 7.4, negative results 12-16, conclusion, future work and references 8-12 rewritten for the proposed method A'; two statements that could not be recomputed rephrased. verify_article: expected values updated to the regenerated sweeps, the gate cells renamed (progress.*; their CHA values had moved unnoticed, 2991 -> 3047, 2851 -> 2888, not quoted in the paper), and verify_flat_regime_and_oos() added - Sections 8-9, Tables 8-11, items 12-16 and the abstract, recomputed from server files and fresh diagnosis runs. Verifier on the server: 401 OK, 0 BAD, 'every number stated in the paper matches the sweep data'. Server regression x2: 1226 passed, 0 failed.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-21 20:56:58 +01:00
vvsandClaude Opus 5 2c458c51dc Fix: _local_order divided by fp*fp that underflows to 0 for a tiny nonzero slope (ZeroDivisionError, caught by the sweep harness and charged as a failure - this is what had moved Table 6's order cells after the sign fix). Pinned by a test that fails on the old code. Every sweep file regenerated on the server (run_all_sweeps.sh). verify_article: skip result files that are not grid lists (it crashed on the out-of-sample dicts). Verifier now completes: 224 OK, 57 stale numbers in the paper to update (Table 6 again 7 of 7).
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-21 20:34:19 +01:00
vvsandClaude Opus 5 1b6c626f67 Valeri's decisions (1) competitors from the library, (2) variant a. (1) Chandrupatla is scipy.optimize.elementwise.find_root, Brent is brentq, no more per-problem best_of. Our Chandrupatla stopped on a bracket twice as wide as every other method (the factor the protocol corrects for ITP); fixed (+0.5*xtol) in baselines.py and in the two copies found by grep (stage16_blend, stage19_modern) and the traced mirror, and pinned: ours == library on every problem. Regenerating sweep_full.json changed exactly three rows - chandrupatla APS 2785->2787, CHA 2423->2441, brent CHA 4099->4115 - and nothing else (diff_sweeps.py: 0 unexpected).
(2) The proposed method is again the scheduled projection (2806/3220/6026), its budget multiplier DECLARED as the one free constant: the canonical total is the same for every multiplier 1.25-4, the wide-bracket one is not. The earned projection is the constant-free variant (3568/3020/6588). What the old tables hid: problem by problem the proposed rule beats Chandrupatla on the canonical set 87/24/42, exact sign test p = 9e-5, while trailing him by 0.7% in total; on the wide-bracket set he is genuinely stronger (26 to 9, p = 0.006). Gap decomposition recomputed with the library: 244 (was 262), 160 of it on the flat families (two thirds), fun1 58 (a quarter, not a third as the abstract said).

Also corrected on the way: the 'subsumed by Chandrupatla' pin claimed he is better on the worst single problem - true only with the looser tolerance (84 against the credit rule's 83 once fixed); §8.3 still called zero slack degenerate, which Table 1a refutes; §5.2's Brent figure is our pure-Python implementation and now says so. verify_article.py 286/286, 802 tests pass twice.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-21 10:53:00 +01:00