Polylogarithmic Full-Chord Buffon Discrepancy

Samuel Korsky

Korsky proves that every sufficiently large prescribed length L admits full-chord sets in each compact convex body with finite piecewise C² boundary and discrepancy O((log L)^(3/2)). For the disk, every full-chord set has discrepancy Ω(log L).

Sources for this record

What was already known

Steinerberger’s full-chord construction gave O(L^(1/3)). Earlier discrepancy theorems supplied ingredients, but not the weighted and chord-length forms needed here.

AI involvement AI-centered

Korsky chose the endpoint-pair strategy and source theorems. His later clarification credits GPT-5.5 with the retained weighted discrepancy adaptations and chord-length bound; Korsky wrote the proof.

The author's clarification specifically assigns the retained weighted technical lemmas, which make the stated bounds work, to GPT-5.5; the strategy was human.

Importance Notable

Gives polylogarithmic upper and logarithmic lower bounds in the restricted full-chord model.

Limitations

The lower bound is disk-specific. The reported numerical disk and ellipse checks do not verify either theorem. The broader bounded-discrepancy question remains open.

Technical verification Partial

The problem record reports numerical quadrature and sampling checks of the chord-crossing reduction and growth proxies, with stated errors, but explicitly says neither upper nor lower theorem was checked. Numerical tests do not count as a machine checking method under the curation rule.

Human understanding Full

Korsky identifies why endpoint pairs convert crossings to rectangles and explains how weighted discrepancy and chord-length control yield the two bounds; no central mechanism is reported unexplained.

Correction and publication history

2026-10-18 · publication

Gives polylogarithmic upper and logarithmic lower bounds in the restricted full-chord model.

Read this published revision