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.
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)
Goldfeld's analytic density conjecture and the 2-converse for elliptic curves
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.
The mean analytic rank of quadratic twists of elliptic curves
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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