AGI Strategies

person

John McCarthy

John McCarthy

Coined 'artificial intelligence' (1927–2011)

Stanford computer scientist who coined the term 'artificial intelligence' in 1955 and convened the 1956 Dartmouth Workshop that founded the field.

past Professor of Computer Science, Stanford University

Profile

expertise

Deep technical

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

Stanford (1927–2011). Coined 'artificial intelligence' (1956 Dartmouth conference). Lisp inventor. Turing Award 1971.

recognition

Household name

Name recognition outside the AI/CS community. Featured by mainstream press, a Wikipedia page in many languages, a published bestseller, or holds a position the lay public knows.

Foundational figure in computing; field-naming credential.

vintage

Pioneer

Defining figure from before 1980. Cybernetics, formal computation, early AI laboratories. Their concept of intelligence is not bound to neural networks.

1927–2011. Coined 'AI' 1956 Dartmouth. Lisp 1958. Field-naming pioneer.

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

Strategy positions

Alignment firstmixed

Solve technical alignment before capability thresholds close

Founded the field. Cautious about over-claims; spent decades arguing for logic-based, common-sense reasoning approaches alongside the dominant statistical paradigms.

“Every aspect of learning or any other feature of intelligence can in principle be so precisely described that a machine can be made to simulate it.”

Context: From the Dartmouth Workshop proposal, the founding statement of AI as a field.

§ paperA Proposal for the Dartmouth Summer Research Project on Artificial Intelligence· Dartmouth College· 1955· direct quote

Closest strategy neighbours

by jaccard overlap

Other people whose strategy tags overlap with John McCarthy'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 2026-04-25.