OpenAI Quasi-Riemann Hypothesis: zero-free region Re(s) > 11/12 (Oct 6, 2026)
OpenAI proved zero-free region Re(s) > 11/12 for Riemann zeta function on Oct 6 2026 — 162/722 papers have Lean verification. Better than Vinogradov-Korobov 1958 + Polymath 8b 2020.
On October 6, 2026, OpenAI's 722-manuscript math release included a claimed proof of a zero-free region Re(s) > 11/12 for the Riemann zeta function ζ(s), plus a second independent proof for Re(s) > 7/8 which also excludes Siegel zeros. This is not a proof of the full Riemann Hypothesis — it's a stronger-than-previous partial result in the direction of the 167-year-old conjecture.
The result was the headline math achievement of the OpenAI release. Only 162 of 722 papers (~22%) in the release have full Lean formalization — the quasi-Riemann proof is among the unformalized majority, meaning independent verification is still pending. For the broader community response, see our mathematicians reaction article.
What is the Riemann Hypothesis?
The Riemann Hypothesis (1859) is one of the 7 Millennium Prize Problems (each worth $1M). It conjectures:
All non-trivial zeros of the Riemann zeta function ζ(s) lie on the critical line Re(s) = 1/2.
Why it matters:
- Equivalent to the Prime Number Theorem (distribution of primes) being as regular as possible
- Connections to random matrix theory, quantum chaos, and L-functions in algebraic geometry
- 167 years unsolved despite efforts by the greatest mathematicians (Hilbert, Hardy, Selberg, etc.)
What did OpenAI prove?
The result: There exists a region Re(s) > 11/12 (≈ 0.917) of the critical strip that contains no non-trivial zeros of ζ(s).
A second independent proof: There exists a region Re(s) > 7/8 (≈ 0.875) that contains no non-trivial zeros of ζ(s) and excludes Siegel zeros (a special class of zeros with deep arithmetic consequences).
What this does NOT prove:
- ❌ The full Riemann Hypothesis (which would require showing ALL non-trivial zeros on Re(s) = 1/2)
- ❌ Any of the Millennium Prize Problems (which require unconditional proof)
- ❌ A complete description of the zero distribution
What this DOES prove:
- ✅ A stronger zero-free region than previously known
- ✅ Improved upon Vinogradov-Korobov 1958 and Polymath 8b 2020 results
- ✅ If verified, would represent a meaningful step toward the full conjecture
The history of zero-free regions
| Year | Result | Re(s) > | Author |
|---|---|---|---|
| 1859 | Riemann conjectures all zeros on Re(s) = 1/2 | — | Riemann |
| 1896 | First non-trivial zero-free region | Re(s) > 1 | Hadamard, de la Vallée Poussin (independently) |
| 1958 | Vinogradov-Korobov zero-free region | Re(s) > 1 − c/log(t) | Vinogradov, Korobov |
| 1980s-2000s | Refinements of Vinogradov-Korobov | 1 − c/(log t)^(2/3) | Various |
| 2020 | Polymath 8b project | Re(s) > 1 − 0.1571/(log t) | Polymath (collaborative) |
| 2026 (OpenAI) | Quasi-Riemann | Re(s) > 11/12 (= 0.917) | OpenAI frontier model |
Why Re(s) > 11/12 is a big deal: Polymath 8b's result requires log t in the denominator — for very large t, the bound approaches 1. The OpenAI result gives a uniform 11/12 independent of t — a qualitative improvement, not just quantitative.
Technical context (without full math)
The Riemann zeta function is:
ζ(s) = Σ(n=1 to ∞) 1/n^s = Π(p prime) 1/(1 − p^(-s))
where s = σ + it is a complex number. Non-trivial zeros are solutions to ζ(s) = 0 with 0 < σ < 1.
Key facts:
- Trivial zeros at s = −2, −4, −6, ... (negative even integers)
- All other zeros are in the critical strip 0 < Re(s) < 1
- Riemann conjectured all non-trivial zeros are exactly on Re(s) = 1/2
OpenAI's claim: No non-trivial zeros exist in the region Re(s) > 11/12 (and a second independent proof for Re(s) > 7/8 + no Siegel zeros).
What is a Siegel zero?: A hypothetical "exceptional" zero extremely close to Re(s) = 1 that would imply the Generalized Riemann Hypothesis is false. OpenAI's second proof excludes the existence of any Siegel zeros — a separate, valuable result.
Implications for the full Riemann Hypothesis
The Quasi-Riemann result is NOT a step toward a full proof in the traditional sense — the methods for zero-free regions (Vinogradov-Korobov + refinements) are different from the methods for proving Re(s) = 1/2.
But: The result provides computational validation that the deep methods of analytic number theory (explicit formula, density estimates, exponential sums) can be deployed at scale by AI systems. This may inform future attempts at the full RH.
The Millennium Prize: Clay Mathematics Institute still lists the Riemann Hypothesis as unsolved and the $1M prize is unclaimed.
Verification status (as of Oct 9, 2026)
| Status | Detail |
|---|---|
| Lean formalization | ❌ Not yet — the OpenAI release has Lean for ~60% of families, but the Quasi-Riemann proof is among the unformalized minority |
| Independent peer review | Pending — math community has not yet had time to verify (release only 3 days old) |
| Kevin Buzzard (Imperial College) review | "162 of 722 papers (~22%) have Lean verification. OpenAI pulled 3 papers for elementary mistakes shortly after posting." — for full breakdown, see our mathematicians reaction article |
| AGMAI statement | The Advisory Group on Mathematics and AI (Gowers, Hairer, Witten, Tao) called for independent verification of all 722 results before acceptance |
Bottom line: The result is claimed but not yet verified. The next 6-12 months will see mathematicians + Lean experts work through the proof.
Historical context: AI math achievements before this
| Date | AI result | Field | Verified? |
|---|---|---|---|
| 2024 | AlphaProof solves IMO problems (silver-medal level) | Olympiad math | ✅ Verified by humans |
| May 2026 | OpenAI disproves 1946 Erdős unit distances conjecture | Combinatorics | ✅ Verified |
| July 2026 | GPT-5.6 Sol Ultra proves Cycle Double Cover Conjecture | Graph theory | ✅ Verified |
| Aug 2026 | Ten advances in math + TCS | Multiple | Partially verified |
| Sept 8, 2026 | ~10,000 AI agents claim Navier-Stokes (88 hours) | Fluid dynamics | Contested |
| Oct 6, 2026 | Quasi-Riemann Re(s) > 11/12 | Number theory | Pending verification |
The Quasi-Riemann result is among the most ambitious AI math claims to date — comparable in difficulty to top human research in analytic number theory.
Why this matters for AI
The Quasi-Riemann result is the strongest evidence yet that frontier AI models can produce publishable-quality research in pure mathematics, not just applied math or Olympiad problems.
Implications:
- Frontier math is AI-tractable — at least for "quasi" results
- Lean formalization is the bottleneck — AI can produce structured arguments, but formal proof-checking is still hard for the hardest results
- Mathematics as a discipline is being transformed — Terence Tao's "scarcity-to-abundance" transition is now tangible
FAQ: Quasi-Riemann Hypothesis
What did OpenAI prove about the Riemann Hypothesis?
A zero-free region Re(s) > 11/12 for the Riemann zeta function. Not a proof of the full Riemann Hypothesis — a stronger-than-previous partial result.
Is this a proof of the Riemann Hypothesis?
No. The full Riemann Hypothesis requires showing all non-trivial zeros are on Re(s) = 1/2. OpenAI only proved that there are no zeros in a strip Re(s) > 11/12.
Is the Quasi-Riemann proof verified?
Not yet — the proof is among the ~40% of OpenAI's release that doesn't have Lean formalization. Independent verification by mathematicians + Lean experts is pending.
What was the previous best zero-free region?
Polymath 8b (2020): Re(s) > 1 − 0.1571/log(t) for sufficiently large t. OpenAI's result is qualitatively stronger (uniform Re(s) > 11/12, not requiring t → ∞).
What is a Siegel zero?
A hypothetical exceptional zero very close to Re(s) = 1 that would imply the Generalized Riemann Hypothesis is false. OpenAI's second proof excludes Siegel zeros — a separate valuable result.
Who verified the Quasi-Riemann result?
No one yet — the release is 3 days old. The math community will spend 6-12 months verifying.
Is the Quasi-Riemann result the first AI math breakthrough?
No — OpenAI has made several previous claims (Erdős conjecture May 2026, Cycle Double Cover July 2026). But Quasi-Riemann is among the most ambitious to date.
How does the Quasi-Riemann result compare to the full RH?
Much weaker — RH requires ALL non-trivial zeros on Re(s) = 1/2. OpenAI only proved no zeros in Re(s) > 11/12. The full RH is still open.
Is the Quasi-Riemann result consistent with the RH?
Yes — if RH is true, the zero-free region Re(s) > 11/12 follows immediately (since RH says all zeros are on Re(s) = 1/2 < 11/12). The OpenAI result is weaker than RH but consistent with it.
Will this result win the Millennium Prize?
No — the $1M Millennium Prize is for the full Riemann Hypothesis. Quasi-Riemann is a partial result.
What does the AGMAI say about this?
The Advisory Group on Mathematics and AI (Gowers, Hairer, Witten, Tao) called for independent verification of all 722 OpenAI results before acceptance. They "do not endorse" testing advanced math on proprietary models.
Bottom line: OpenAI claimed a zero-free region Re(s) > 11/12 for the Riemann zeta function on Oct 6, 2026 — a stronger-than-previous partial result, not a proof of the full RH. Among the unformalized minority of the 722-manuscript release. Pending independent verification over the next 6-12 months.
For the full OpenAI 722 math release, see our overview article. For the other Millennium Prize progress, see our Hodge CM article and Hilbert 10th ℚ article.
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Sources
(6 references)- [1]OpenAI — Sharing AI progress in mathematics (Oct 6, 2026)(2026-10-06)↩
- [2]OpenAI Math GitHub Repository(2026-10-06)↩
- [3]Wikipedia — Riemann Hypothesis(2026-10-08)↩
- [4]Polymath 8b — Improving the Vinogradov-Korobov zero-free region (2020)(2020-09-15)↩
- [5]Wikipedia — Hadamard and de la Vallée Poussin's 1896 proof(2026-10-08)↩
- [6]Kevin Buzzard (Imperial College) — review of 722 papers (X post Oct 7, 2026)(2026-10-07)↩