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Organization score is the sum of its models

OpenAI

Benefit

+10.66

Harm

−0.21

Net Good

10.45

Timeline

Models

RankModelOrganizationBenefitHarmNetEventsLast impact
1ChatGPT

GPT

OpenAI+2.68−0.212.47222 Jun 2023
2OpenAI Codex

Codex

OpenAI+2.450.002.45121 Jun 2022
3OpenAI Internal Research System — 2026-09

GPT-6 · internal / unreleased

OpenAI+2.000.002.0028 Sep 2026
4codex-1

Codex

OpenAI+1.110.001.11116 May 2025
5OpenAI Internal Research Model — 2025-07

OpenAI reasoning models · internal / unreleased

OpenAI+0.740.000.74121 Jul 2025
6GPT-5.6 Sol

GPT-5.6

OpenAI+0.680.000.6818 Sep 2026
7GPT-6 Astra

GPT-6

OpenAI+0.600.000.6038 Sep 2026
8GPT-4

GPT

OpenAI+0.400.000.4028 May 2024

Domains

Mathematics4.02
Computer Science6.46
Chemistry0.40

Events

Benefit8 Sep 2026

OpenAI claims a forced Navier–Stokes singularity from an unreleased system

On 8 September 2026 OpenAI published a 166-page writeup and Lean formalization arguing that smooth, finite-energy 3D Navier–Stokes dynamics with a smooth external force can blow up in finite time, which it says settles Clay statements C and D. The search model was an unreleased internal system; GPT-6 Astra did the Lean step.

MathematicsdisputedTier 3 Major+1.13
Benefit8 Sep 2026

Buckmaster and Alpöge, using Sol and Claude, prove smooth-forced blowup for Euler, IPM, and Boussinesq

On 8–11 September 2026 Tristan Buckmaster and Levent Alpöge released Lean-backed finite-time blowup results with smooth forcing for incompressible porous media, 2D Boussinesq, and 3D Euler, crediting Anthropic’s Claude and especially OpenAI’s GPT-5.6 Sol. Astra was used only for writeups and auditing.

MathematicsprovisionalTier 3 Major+1.13
Benefit5 Sep 2026

An unreleased OpenAI system produces an unforced 3D Euler blowup

While probing Millennium problems in early September 2026, OpenAI says a multi-agent run of an internal model more capable than GPT-6 Astra produced a finite-time singularity for unforced 3D incompressible Euler in about 50 hours.

MathematicsprovisionalTier 3 Major+0.99
Benefit3 Sep 2026

GPT-6 Astra improves short and large prime-gap bounds

On 3 September 2026 OpenAI released GPT-6 Astra with two analytic number-theory results: a proof that infinitely many consecutive primes differ by at most 186, and an improvement to a large-gap bound that had been stuck for more than 80 years.

MathematicsprovisionalTier 2 Notable+0.42
Benefit21 Jul 2025

Gemini Deep Think and an OpenAI reasoning model both reach IMO 2025 gold-medal scores

In July 2025, Google DeepMind’s Gemini Deep Think was officially graded at 35/42 on the IMO 2025 paper, and OpenAI reported the same score from an experimental reasoning model graded by former medalists.

MathematicsverifiedTier 3 Major+1.53
Harm4 Jul 2025

Deloitte refunds part of an Australian government report after GPT-4o hallucinations

Deloitte Australia’s July 2025 welfare-compliance review for DEWR, produced with Azure OpenAI GPT-4o, contained fabricated citations and a misquoted judgment; a corrected version was issued and Deloitte agreed to repay the final contract installment.

Computer ScienceretractedTier 2 Significant Harm0.09
All events