AGI Strategies

person

Jacob Steinhardt

Jacob Steinhardt

UC Berkeley professor; METR board

UC Berkeley statistician whose forecasting work has informed mainstream AI capability predictions. Board member at METR and co-author of several influential AI safety papers.

current Assistant Professor of Statistics, UC Berkeley; Board member, METR

Strategy positions

Evals-drivenendorses

Capability/risk evals gate deployment; evals are the load-bearing artefact

Publishes forecasting benchmarks and argues capability measurement is the grounded foundation of safety work.

Reliable capability forecasts, rather than vibes, should drive policy. Where we have data, we should use it.
blogForecasting ML benchmarks in 2023· Bounded Regret· 2022· loose paraphrase

Closest strategy neighbours

by jaccard overlap

Other people whose strategy tags overlap with Jacob Steinhardt's. Overlap is on tag identity, not stance; opposites can show up if they reference the same tags.

  • Aleksander Mądry

    shared 1 · J=1.00

    MIT; ex-OpenAI head of preparedness

  • Alex Meinke

    Alex Meinke

    shared 1 · J=1.00

    Apollo Research; deceptive alignment evaluations

  • Ali Rahimi

    Ali Rahimi

    shared 1 · J=1.00

    Google Brain ML researcher; 'Alchemy' speech

  • Anna Rogers

    Anna Rogers

    shared 1 · J=1.00

    IT University of Copenhagen; LLM benchmarking critique

  • Arati Prabhakar

    Arati Prabhakar

    shared 1 · J=1.00

    White House OSTP director (2022–2025)

  • Beth Barnes

    Beth Barnes

    shared 1 · J=1.00

    Founder of METR; dangerous capability evaluations

Record last updated 2026-04-24.