AGI Strategies

person

Ali Rahimi

Ali Rahimi

Google Brain ML researcher; 'Alchemy' speech

Google Brain researcher whose 2017 NeurIPS Test of Time speech labelled deep learning 'alchemy' for its lack of theoretical foundations. Influential framing in subsequent ML rigor debates.

current Research scientist, Google

Strategy positions

Evals-drivenendorses

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

Argued ML lacks the theoretical foundations of mature engineering disciplines; deployments built on it inherit that fragility.

Machine learning has become alchemy. We need to do science again.

Context: NeurIPS 2017 Test of Time award speech.

talkAli Rahimi's NeurIPS 2017 Test of Time speech· NeurIPS· 2017-12· faithful paraphrase

Closest strategy neighbours

by jaccard overlap

Other people whose strategy tags overlap with Ali Rahimi'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

  • 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

  • Bo Li

    shared 1 · J=1.00

    UChicago / UIUC; AI safety evaluations

Record last updated 2026-04-25.