OpenAI's Autonomous AI Research Benchmark

Why this matters

Keeps evals discussion grounded in a currently available benchmark-focused source.

Summary

Focused coverage of autonomous research benchmarks and what they imply for capability claims.

Perspective map

Risk-forwardTechnicalMedium confidence

Risk-forwardCaution & harms

MixedBalanced framing

OpportunityUpside & deployment

For band and lens definitions, scoring, and counterbalance: see the Perspective Map Framework in Library methodology.

Risk-forward leaning, primarily in the Technical lens. Evidence mode: interview. Confidence: medium.

- Emphasizes alignment
- Emphasizes control
- Emphasizes evals

Editor note

Refreshed to a live Wes channel source for reliable on-site playback.

ai-safetywes-rothevals

Play on sAIfe Hands

Counterbalance on this topic

Ranked with the mirror rule in the methodology: picks sit closer to the opposite side of your score on the same axis (lens alignment preferred). Each card plots you and the pick together.

AXRP

3 Jan 2026

David Rein on METR Time Horizons

This conversation examines core safety through David Rein on METR Time Horizons, surfacing the assumptions, failure paths, and strategic choices that matter most for real-world deployment.

Spectrum vs this page

This page -47This pick -10.64Δ +36.36

This pageThis pick

Sits further toward opportunity / upside framing than this page. Mixed · Technical lens.

Spectrum trail (transcript)

Med 0 · avg -0 · 108 segs

AXRP

7 Aug 2025

Tom Davidson on AI-enabled Coups

This conversation examines core safety through Tom Davidson on AI-enabled Coups, surfacing the assumptions, failure paths, and strategic choices that matter most for real-world deployment.

Spectrum vs this page

This page -47This pick -10.64Δ +36.36

This pageThis pick

Sits further toward opportunity / upside framing than this page. Mixed · Technical lens.

Spectrum trail (transcript)

Med 0 · avg -5 · 133 segs

AXRP

6 Jul 2025

Samuel Albanie on DeepMind's AGI Safety Approach

This conversation examines core safety through Samuel Albanie on DeepMind's AGI Safety Approach, surfacing the assumptions, failure paths, and strategic choices that matter most for real-world deployment.

Spectrum vs this page

This page -47This pick -10.64Δ +36.36

This pageThis pick

Sits further toward opportunity / upside framing than this page. Mixed · Technical lens.

Spectrum trail (transcript)