AGI Strategies

Who believes what about AGI.

Every position on this site belongs to a named person, is dated, and links to a primary source. So you don't have to take anyone's word for what a researcher, executive, or politician actually thinks about AGI.

Strategy tags are read off what people say, not assigned from a checklist. They evolve as the directory grows.

People on the record

935

Quotes with sources

1011

p(doom) estimates

28

Dated AGI timelines

10

Recently added.

by last updatedall people →
  • A. Michael Spence

    A. Michael Spence

    Stanford economist; Nobel laureate; AI economic effects

  • Aaron Levie

    Aaron Levie

    Box co-founder and CEO

  • Abhijit Banerjee

    Abhijit Banerjee

    MIT economist; 2019 Nobel laureate

  • Abram Demski

    MIRI researcher; embedded agency

  • Ada Lovelace

    Ada Lovelace

    First programmer; analytical engine theorist (1815–1852)

  • Ada Rose Cannon

    W3C web standards advocate; AR/VR engineer

The spread, in one look.

highest p(doom) on record

  • Roman YampolskiyRoman Yampolskiy100%
  • Eliezer YudkowskyEliezer Yudkowsky95%
  • Dan HendrycksDan Hendrycks80%

lowest p(doom) on record

  • Yann LeCunYann LeCun0%
  • John CarmackJohn Carmack5%
  • Nate SilverNate Silver5–10%

The most adhered-to strategies so far.

by endorser countevery tag →

Where the consensus lives.

The most prominent figures on the record are placed on a two-axis grid: expertise (frontier-builder → commentator) on the technical side and recognition (household-name → emerging) on the public side. A third dimension, vintage (pioneer → post-ChatGPT), captures the era of AI whose problems shaped the person's priors. Each tier is hand-classified with concrete evidence; no single proxy. Filter by strategy to see whether a position is held mostly by builders, mostly by commentators, or mostly by people whose worldview formed before AlexNet.

The tiers categorise role, reach, and era. They are not a ranking. An external-domain expert and a frontier-builder are different vantages, not better and worse.

Open the board →

six expertise tiers

  • frontier-builder
  • deep-technical
  • applied-technical
  • policy / meta
  • external-domain
  • commentator

four recognition tiers

  • household-name
  • field-leading
  • established
  • emerging

six vintage tiers

  • pioneer · pre-1980
  • symbolic-era · 1980–2005
  • pre-deep-learning · 2005–2012
  • deep-learning · 2012–2017
  • scaling era · 2018–2022
  • post-chatgpt · 2023+