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EthanfelandClaude Fable 5 8b7a04e8ad docs(research): batch-2 adversarial verification of math-validation claims
Re-verified the 10 load-bearing claims with 2 adversarial votes each
(source-fidelity + independent refutation, 20 agents). 7 upheld, 3
disputed — all shipped code changes survive; disputes were attribution
errors, now corrected:

- Mean-source-norm calibration is from the Pico paper (arXiv 2604.16826
  "Crowded in B-Space"), not KnOTS — corrected throughout
- k/D chance baseline + canonical-correlation identity are
  first-principles facts (proven in-vote: Bjorck-Golub principal
  angles; Haar-uniform expectation), not statements of the Pico paper

Appends an addendum with the full tally and the load-bearing caveats:
J1/J0 bias vanishes at rho=0 (MC-verified at 4M samples); the 0.239
multi-SLERP collapse figure was MergeKit's tangent-space multislerp
(Karcher change independently justified via Buss & Fillmore 2001);
stable rank <-> quality is non-monotone (CART bell curve, AdaRank) —
keep the one-sided cap, never maximize rank; DELLA epsilon-convention
difference between paper and official repo.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-06-12 05:58:38 +02:00
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