AGI Strategies

person

Tom Davidson

Senior research analyst at Open Philanthropy

Economist at Open Philanthropy who wrote the influential 'explosive economic growth' analyses tying AI progress to economic takeoff modelling.

current Senior Research Analyst, Open Philanthropy

Profile

expertise

Policy / meta

Specialises in AI policy, regulation, governance, philanthropy, or movement strategy. Reads the technical literature but does not produce it.

Open Philanthropy senior research analyst. Compute-takeover-takeoff modelling. Forecaster; not a technical researcher.

recognition

Established

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

Recognised in safety/forecasting circles.

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.

Open Phil takeoff timelines from 2021. Scaling-era forecaster.

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

Strategy positions

Existential primacyendorses

Extinction/disempowerment risk overrides ordinary cost-benefit

Argues AI-driven economic takeoff would be discontinuous and that the institutional response space is narrow.

Standard economic growth models predict explosive growth once AI substitutes broadly for human cognition.
§ paperReport on Whether AI Could Drive Explosive Economic Growth· Open Philanthropy· 2021· faithful paraphrase

Closest strategy neighbours

by jaccard overlap

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

  • Alan Robock

    Alan Robock

    shared 1 · J=1.00

    Rutgers climate scientist; nuclear winter researcher

  • Andy Jones

    shared 1 · J=1.00

    Anthropic researcher; scaling inference laws

  • Avital Balwit

    shared 1 · J=1.00

    Anthropic communications lead; public-facing AI safety voice

  • Bill McKibben

    Bill McKibben

    shared 1 · J=1.00

    Environmental writer; Middlebury scholar

  • Cade Metz

    shared 1 · J=1.00

    NYT AI reporter; Genius Makers author

  • Clay Graubard

    shared 1 · J=1.00

    Forecaster; RAND and Good Judgment contributor

Record last updated 2026-04-24.