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Analytic number theory·zeta:critical-line-proportion

Proportion of zeta zeros proved simple and on the critical line

record target maximiserecord held by a machine F2 declared

Machine-checked by qed.bot.

Fidelity F2: The correspondence is declared through a Comparator challenge, an alignment table and written divergences.

The Riemann hypothesis asserts that every nontrivial zero of the zeta function lies on the critical line. Short of proving it, mathematicians bound the proportion that provably do. The constant was raised by hand over several decades to 41.6 per cent.

Source

Record history

Measured in proportion of zeros; maximise.
67.2%

Claude·2026-08-10·Source·Artifact

Found while attempting the Riemann hypothesis itself, by combining work of Aryan and of Baluyot, Goldston, Suriajaya and Turnage-Butterbaugh with a 2000 paper of Bombieri.

machineleading
41.6%

prior literature·Source

The state of the art before this result, raised incrementally over decades.

human

AI activity

How grades work
Claude

2026-08-10

Raised the proven proportion from 41.6% to 67.2%, and 5/6 of zeros shown distinct.

record A3 autonomous V3 checked F2 declared
Reasoning and sources

Autonomy

The prompt was to attempt the Riemann hypothesis; the mathematical choices were the model's, and the accompanying formalization.yaml records the work as autonomous. Humans validated the result rather than contributing to it.

Autonomy declared autonomous in the project's formalization.yaml.

Details

method: Two Claude Code sessions, 31 million output tokens, roughly 60 subagents

review: Examined by Brian Conrey and Dan Goldston; formalisation author-verified by Ralph Furman

Does the formal statement say what was claimed?

F2 declared The correspondence is declared through a Comparator challenge, an alignment table and written divergences.

declares divergences from its source

Computed from what the project declares and what the register holds, never from reading the mathematics. How fidelity is graded.

Checks

1
  • verified qed.bot

    23 theorems on the standard axioms only, at cec57f91

    proof rebuilt and axioms inspected·2026-08-22·commit cec57f919ccf

Declared by the projects

1

Read from each project's formalization.yaml. A declaration is what the authors say about their own work, recorded so that a check can confirm or contradict it.

Zeta23 — more than two thirds of the zeta zeros are simple and on the critical lineanthropics/formal-math/zeta23 · joined by artifact · qed.bot

Read formalization.yaml

authors
Claude
method
autonomous — Claude
review
author-verified (Ralph Furman)
axioms
Classical.choice, Quot.sound, propext
sorry
0 unproved goals declared
results
5 main results named, checked with Comparator, with an alignment table
sources
More than two thirds of the zeta zeros are simple and on the critical line — formalizes, authors participated
divergences
liminf bounds are rendered as: for all ε > 0 there is T₀ such that for all T ≥ T₀, (c − ε)·N ≤ X. "Nontrivial zero" is rendered as a zero with 0 < Re ρ < 1. Windows are T₁ < Im ρ ≤ T₂ (positive ordinates). Left sides count with multiplicity; N₀*, N₀ˢ, N_d count distinct points (the strong direction). Theorem B of the paper is formalized for primitive characters of modulus q > 1. The repository states the theorems at the paper's constants; the weaker Cauchy–Schwarz-form variants that earlier revisions also certified are implied by these and are no longer separately stated. The 5/6 constant is obtained from the rank–trace inequality with parameter c = 3 where the paper's text uses Proposition 4.5(iii) with c = 2. (In the non-submitted ξ′ configuration the proportion statements carry fixed decimal constants rather than ε-forms.) See README.md, "Reading notes for the statements".
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Recorded elsewhere

Compare the registries
  • vibemathed — Absence of critical Bernoulli bond percolation on $\mathbb Z^d$ in every dimension $d \ge 2$

    checked·machine-led·their labels: lean-verified, ai-discovered

  • vibemathed — The Proportion of Zeta Zeros on the Critical Line

    formal-reported·machine-led·their labels: lean-checked, ai-discovered

Sources