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Programs, learning & limitsOur World

Artificial intelligence

Trace selected research ideas, task-specific achievements and public encounters with AI.

Subject guide · scope, chapters & sources ↗

A selective history, not a claim that AI has one inventor or a single test of intelligence. Benchmark results remain tied to their tasks. The endpoint is the verified International AI Safety Report published on 3 February 2026.

01
October 1950Britain

Turing reframes machine intelligence

A paper proposes an imitation game.

02
1955–1956Hanover, New Hampshire

A proposal becomes a research gathering

Dartmouth brings a named research program together.

03
January 1966Cambridge, Massachusetts

ELIZA makes conversation programmable

Typed statements become rule-based replies.

Portrait · context
Ulrich Hansen · CC BY-SA 3.0
05
February 2011United States

Watson answers the quiz-show challenge

IBM’s system wins a televised Jeopardy! contest.

Reconstruction
Atomic Taco · CC BY-SA 2.0
06
2012Toronto, Canada

Deep networks advance image classification

A neural-network entry wins the ImageNet challenge.

07
March 2016Seoul, South Korea

AlphaGo wins against Lee Sedol

Neural networks and search meet a demanding board game.

08
12 June 2017International research

The Transformer is proposed

Attention becomes the core of a new network architecture.

09
30 November 2020International assessment

AlphaFold reports a protein-structure advance

Predicted structures are tested against experimental results.

10
30 November 2022Online

ChatGPT opens as a research preview

A conversational model invites public feedback.

11
3 February 2026International

An international report weighs capabilities and risks

A dated assessment puts advances beside persistent limits.