AGI Strategies

person

Margaret Mitchell

Margaret Mitchell

Chief Ethics Scientist at Hugging Face; 'Stochastic Parrots' co-author

AI ethics researcher fired from Google alongside Timnit Gebru for the Stochastic Parrots paper (published under the pseudonym 'Shmargaret Shmitchell'). Now leads ethics at Hugging Face.

current Chief Ethics Scientist, Hugging Face
past Ethical AI team co-lead, Google

Profile

expertise

Deep technical

Sustained peer-reviewed contribution to ML, alignment, interpretability, or safety techniques. Could review a frontier paper.

Hugging Face chief ethics scientist. Co-author of 'Stochastic Parrots' and 'Model Cards'. Earlier co-led Google's Ethical AI team with Gebru.

recognition

Field-leading

Widely known inside the AI and AI-safety community. Appears repeatedly in top venues, podcasts, or governance forums. Not a household name to outsiders.

Recognised inside the AI ethics field. Less public profile than Gebru.

vintage

Deep-learning rise

Came up post-AlexNet. ImageNet, AlphaGo, transformer paper. DeepMind, Google Brain, FAIR establish the modern lab template.

Google Ethical AI co-lead 2017. Model Cards 2019. Career is deep-learning era ethics infrastructure.

Hand-classified. See the board for the criteria and the full grid.

Strategy positions

Governance firstendorses

Lead with regulation, treaties, liability regimes

Advocates for datasheets, model cards, and documentation-driven governance of model deployment.

We need documentation of models and their datasets as a basic accountability mechanism, not an optional extra.
§ paperModel Cards for Model Reporting· FAT* 2019· 2019-10· faithful paraphrase

Closest strategy neighbours

by jaccard overlap

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

  • Abeba Birhane

    Abeba Birhane

    shared 1 · J=1.00

    Mozilla Foundation senior advisor; AI ethics researcher

  • Adam Tooze

    Adam Tooze

    shared 1 · J=1.00

    Columbia historian; Chartbook newsletter

  • Adrian Weller

    shared 1 · J=1.00

    Cambridge professor; Alan Turing Institute fellow

  • Adrienne LaFrance

    Adrienne LaFrance

    shared 1 · J=1.00

    The Atlantic executive editor; technology critic

  • Adrienne Williams

    shared 1 · J=1.00

    Former Amazon warehouse worker; AI labour activist

  • Akash Wasil

    shared 1 · J=1.00

    Encode Justice; AI policy advocate

Record last updated 2026-04-24.