AGI Strategies

person

Richard Ngo

Richard Ngo

AI safety researcher; 'AGI safety from first principles'

Researcher who moved from DeepMind to OpenAI's governance team, then to independent work. Author of AGI safety from first principles (2020), one of the most cited consolidations of the technical case for AI risk.

past Governance researcher, OpenAI; Research engineer, DeepMind

Profile

expertise

Deep technical

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

Former DeepMind / OpenAI safety researcher. AGI Safety Fundamentals course author. Active publisher on alignment theory.

recognition

Established

Reliable, recognised voice within their specific subfield. Cited and invited but not central to general AI discourse.

Universally read within field; lower public profile.

vintage

Scaling era

Worldview formed during GPT-2/3, scaling laws, Anthropic's founding. Pre-ChatGPT but post-deep-learning. The 'scale is all you need' debate is live.

AGI Safety Fundamentals course 2021. DeepMind/OpenAI safety ~2018+. Career anchors in the scaling era.

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

Strategy positions

Alignment firstendorses

Solve technical alignment before capability thresholds close

Presents alignment as the most compelling lens for existential risk: by default, competent goal-directed systems pursue instrumental convergence away from human values.

The development of AGI may be one of the most consequential events in history, with the potential to either drastically increase or decrease the chances that humanity survives and flourishes.
§ paperAGI safety from first principles· AI Alignment Forum· 2020-09· faithful paraphrase

Closest strategy neighbours

by jaccard overlap

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

  • Aaron Courville

    shared 1 · J=1.00

    Université de Montréal; Deep Learning textbook co-author

  • Adam Jermyn

    shared 1 · J=1.00

    Anthropic; previously astrophysics

  • Adam Kalai

    shared 1 · J=1.00

    Microsoft Research; AI fairness and safety

  • Agnes Callard

    Agnes Callard

    shared 1 · J=1.00

    University of Chicago philosopher; aspiration theorist

  • Ajeya Cotra

    shared 1 · J=1.00

    Open Philanthropy researcher; 'biological anchors' forecaster

  • Alan Turing

    Alan Turing

    shared 1 · J=1.00

    Founder of theoretical computer science (1912–1954)

Record last updated 2026-04-24.