VibeMathedMath problems solved with AI

Exact Thue–Morse matching heights in an avoiding population

Section 5 of the separate 10 September 2026 manuscript A classification of biologically unavoidable sequences asks for useful explicit bounds on matching-prefix lengths for its fixed Thue–Morse target. More precisely, let t(n)t(n) be the parity of the number of ones in the binary expansion of nn. For w≥2w ≥ 2, the graph has w−1−>ww-1 -> w labelled t(w)t(w) and w−2−>ww-2 -> w labelled 1−t(w)1-t(w), with no edge 0−>10 -> 1. A matching path starting at vv has label t(k)t(k) on its kk-th edge, starting with k=0k=0. How large can the number of matching edges be, as a function of vv? The preceding source argument gives finiteness at every start but leaves useful explicit bounds open. This is a quantitative follow-up to the already catalogued classification, not a new claim to solve the original classification problem.

Result
Proved(see note)
Status
Candidate (review pending)
AI contribution
AI-discovered
Method
Argument
Field
Combinatorics on words; infinite labelled graphs
Posed by
Separate avg-netizen manuscript, A classification of biologically unavoidable sequences (10 Sep 2026), Section 5; AI role in Section 7. Alexander posed the earlier classification question.
Year posed
2026
Years open
0y
Solved
2026-09-25
Model
OpenAI Codex (GPT-6 family)
Vendor
OpenAI
Collaborators
—
Verification
Lean-checked, statement unaudited
Publication
Announced
Significance
5 / 100
Disclosed cost
—
Wikipedia
No dedicated article

What was actually shown

The proof gives an explicit closed formula for the attained maximum L(v)L(v) at every natural starting vertex, including L(0)=1L(0)=1, and a certified ten-coordinate integer recurrence that evaluates the same actual-path maximum from binary digits. For v≥1v ≥ 1, 3L(v)≤8v−13L(v)\le 8v-1. Equality holds exactly at v=3⋅2n−1v=3\cdot 2^n-1 for natural n, where L(v)=8⋅2n−3L(v)=8\cdot 2^n-3. The coefficient 8/3 cannot be decreased even after allowing a fixed additive constant. The source note gives the complete piecewise formula. The theorem proves both existence of a path attaining the value and an upper bound on every matching path. This answers the later manuscript's quantitative question for its fixed graph and unshifted target. It does not originate the earlier classification or resolve Alexander's remaining universal-avoider embedding or general ordinal-characterization questions. A bounded literature review is available, but worldwide priority is not certified.

What the AI did

A human collaborator directed the research questions and requested explanations, literature checks and formal verification. Codex agents developed the central mathematical arguments, exploration tools, Lean proofs and exposition. Other agents in the same project reviewed source attribution and informal-to-formal correspondence. These are internal project checks, not independent human expert endorsement. The AI-discovered classification describes model-led proof discovery; it does not assert that a human independently verified the mathematics.

Verification

Checked here on 27 September 2026. GitHub Actions run 36116271138 is green at the pinned commit 19544a4d, under a workflow named Verify, which is what the submission claims. The audited endpoints named in the submission - FullHeight.height_isMaximum, height_formula, height_closed_form, DigitRecurrence.actual_digit_recurrence and evaluate_isMaximum - concern actual matching paths and attained maxima rather than a relaxation, and the permitted logical axioms are propext, Classical.choice and Quot.sound. Lean-checked rather than Lean-verified: the statements are anchored only by the project's own agent review, which the submitter correctly says is not independent, and the site did not rebuild the development. The underlying graph and target are those of the catalog's classification entry, and the question answered is the one raised in Section 5 of the manuscript behind it.

Sources

Submitted by ZestyDingo473 on

Changelog4 changes
  • Matarisvanset Significance note to “A sharp quantitative question raised in the final section of a manuscript published weeks …”, also What was actually shown, Statement
  • ZestyDingo473commented
  • Rasmus Lindahlapproved this entry
  • ZestyDingo473submitted this entry

Discussion1

ZestyDingo47329 Sep 2026, 20:25 UTC

A checked quantitative continuation is now available for finite edits of the Thue-Morse avoidance construction. For a sequence s agreeing with Thue-Morse from index m onward, let L_s(v) be the actual maximum matching length in the corresponding edited construction. The least integer B_s for which 3 L_s(v) <= 8v+B_s at every positive start is attained and can be computed by scanning 1 <= v <= 3*2^(m+3)+m. The proof also gives -1 <= B_s <= 8m-1. The cutoff is an exact terminating algorithm, not an efficiency claim.

Pinned proof note: https://github.com/Sodelin/Work-on-Samuel-Alexander-Research-/blob/a2644182b147eb40816abb278e00c3c6d4709eb8/notes/REFINEMENT-INDIVIDUAL-FINITE-EDIT.md
Lean theorem: https://github.com/Sodelin/Work-on-Samuel-Alexander-Research-/blob/a2644182b147eb40816abb278e00c3c6d4709eb8/lean/SamuelAlexanderResearch/FiniteEditOptimum.lean
Successful hosted verification of this checkpoint: https://github.com/Sodelin/Work-on-Samuel-Alexander-Research-/actions/runs/36173386580

The same checkpoint includes exact maxima for arbitrary phase and start, with the stated phase hypotheses: https://github.com/Sodelin/Work-on-Samuel-Alexander-Research-/blob/a2644182b147eb40816abb278e00c3c6d4709eb8/notes/PHASE-HEIGHT-FORMALIZATION.md

These are scoped follow-ups. The original entry's unshifted theorem, pinned commit 19544a4d and curator verification remain the record for that result. No independent human review or worldwide priority is claimed for these extensions.

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