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Research: conditional κ = 0.001673620586419375 via a three-helper T16 cycle - #3354
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Mister-Meeseeks merged 1 commit intoOct 18, 2026
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This was referenced Oct 17, 2026
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Summary
Rows 1811, 2977 and 531 cycle between three occupied T16 bins across calls 3, 6 and 1. Three helpers relocate and four other offsets change. Strict concavity proves the moment gain; complete finite admission prices an exact increase of
1047762837/10^18over PR3338 and960389342457/10^18over the selected headline. Complex still binds.The isolated
research/t16-three-helper-cycle/package contains the proof, complete canonical predecessor payload reconstruction, exact sources, generator, failure controls and actual replay/invoice receipts. It answers PR3338's explicit three-bin open question. No solver or unmerged commit object is required. No packing optimum or global-best claim is made.Canonical finding and handoff: Discussion3355.
Evidence
-H1-H2+H3changes in the paid profile; rank mass and deficit remain fixed.python3.12 -Werror -B scripts/research_package.py --package research/t16-three-helper-cycle.1690054109089/1001690054109089; this witness attains about 99.1949954%. Canonical refresh remains6f100d4bb5083f8c35d96fd95a539811c62f245c, priority revision 6. PR3338's live receipt-serialization successor leaves the pinned scientific map/PLAN/SPEC/replay/swap blobs identical.All selected all-size/compiler, common-label/mutable-source, whole-call hosting, precision/tape, exact recovery, analytic and bit H1-H5 assumptions remain. Native local ancestry is source-bound reuse, not a fresh cold native rebuild. No formal-kernel or independent human review is claimed. The selected manifest is unchanged. Hosted checks are separate from the local receipts.
Credit Nick Petalas/PR3338, Gonzalo Mier/PR3308, Philippe Van Velzen/PR2169, George Lydakis, Rohan Arun, Jeremy Kothe, Josie Elliston, Hao Yan and the retained compiler/native/bit/moment lineage. Open next questions are scoped in the package.
Merge Danger
Door: two-way. This adds one isolated research package.
Blast radius: package. It does not modify shared scientific code or select a frontier.