Number theory·OpenAI Math·Result 006

Goldfeld’s conjecture: densities and mean analytic rank

One of the 372 results in OpenAI's public mathematics catalogue, filed under number theory: 2 preprints, the latest dated 7 October 2026. This page quotes OpenAI's own summary of the claim, links the papers and abstracts, and embeds the animation.

Short · 0:21 · 13 October 2026Watch on YouTube →

What OpenAI claims

Proves Goldfeld's conjecture for quadratic twists of every elliptic curve over ℚ: analytic ranks zero and one each have density 1/2, and the mean analytic rank tends to 1/2. Both statements order signed squarefree twist parameters by absolute value.

Papers (2)

  1. Goldfeld's analytic density conjecture and the 2-converse for elliptic curves

    · Preprint, not peer reviewed · PDF

    We prove Goldfeld's analytic density conjecture: for every elliptic curve E over ℚ, the quadratic twists of E with analytic rank zero and one each have density 1/2 among signed squarefree twist parameters ordered by absolute value. We also prove the low-corank 2-converse: if the 2∞-Selmer corank of E is zero or one, then it equals the analytic and Mordell–Weil ranks, and the Tate–Shafarevich group is finite.

  2. The mean analytic rank of quadratic twists of elliptic curves

    · Preprint, not peer reviewed · PDF

    For every elliptic curve over ℚ, we prove that the average analytic rank of its quadratic twists tends to 1/2 when signed squarefree twist parameters are ordered by absolute value. This resolves Goldfeld's mean analytic-rank conjecture in this counting convention.

Status

Preprint. The papers have not been independently reviewed. Treat the result as OpenAI's claim until other mathematicians have checked it. If a video exists, it illustrates the statement; it is not the proof.

The video

Goldfeld's Conjecture: Half Rank 0, Half Rank 1 · Short · 0:21 · description, sources and transcript →

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