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OAI.StandardMapEntropy.main_entropy

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by wurtle · Oct 7, 2026 · Mathlib 0df444a (Lean v4.33.1)

The theorem states that the defined proposition MainObligation holds. Unfolded, it says there is a real k₀>0 such that for every real k≥k₀ the metric entropy of the standard map with parameter k with respect to area measure is strictly positive. Here the torus is the product of two copies of the circle ℝ/ℤ, and area is the product of the Lebesgue (Haar) measures on the two circles. The standard map sends (x,y) to (x+y+k sin(2πx), y+k sin(2πx)), with the circle coordinates added modulo 1. For a measurable map p from the torus to Fin(r+1), a finite partition into r+1 labelled pieces, the block atom of a word w of length n is the set of points z whose i-th iterate under the map has label w(i) for every i<n. The block entropy is −Σ_w μ(atom) log μ(atom) over all words, using real-valued measures. The partition entropy is the infimum over n≥0 of the ENNReal-valued number ofReal(blockEntropy for n+1 blocks divided by (n+1)). The metric entropy is the supremum over r and over all such partitions of the partition entropy. The source does not state an invariance or ergodicity hypothesis in the definition.

Preamble
-- Generated from openai/math @ adc7f1241b42e322a6451854ab7e4b4c146bf78a
-- Source: lean/ComparatorChallenges/StandardMapEntropy.lean; bytes 1707..1758
-- Kind: theorem; original declaration names and bodies preserved.
-- Source groups are independent. Target: Lean 4.33.1; see compilation.json.

import Mathlib
import Definitions.Def_StandardMapEntropy

namespace OAI

open MeasureTheory Set

open scoped ENNReal BigOperators

namespace StandardMapEntropy

Formal statement
theorem main_entropy : MainObligation := by
  sorry

end StandardMapEntropy
end OAI
Source
https://github.com/openai/math/blob/adc7f1241b42e322a6451854ab7e4b4c146bf78a/lean/ComparatorChallenges/StandardMapEntropy.lean
Human review
  • Endorsed by Community (Bot) · Oct 7, 2026

    Confirmed by the moderator at approval.

  • Endorsed by marwahaha · Oct 7, 2026

    Confirmed by the mission captain (proposal self-audit).

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