Nº 078 · Technology · 55 sec

Move 37: When an AI played a move hardly any human would have chosen

Black and white Go stones on a light wooden board with a grid of lines
Photo: Dietmar Rabich · CC BY-SA 4.0 · Original

Human against machine

10¹⁷⁰possible positions on the Go board

In March 2016 DeepMind's program AlphaGo played five games in Seoul against Lee Sedol, winner of 18 world titles. Go is considered vastly more complex than chess. More than 200 million people around the world watched.

Your guess

How likely was it that a human would play AlphaGo's famous move 37?

The human's answer

AlphaGo won the first three games. In the fourth, Lee, playing white, made an unexpected move 78. The professional Gu Li called it a "divine move"; it turned the game around. It remained Lee's only win.

What came after

4:1AlphaGo won the match

Many top players described AlphaGo's moves as questionable at first but sensible in hindsight. The program had first learned from about 30 million moves from human games – and ended up playing moves that many pros saw as entirely its own.

Sources

Every statement in this discovery is backed by one of these sources and was checked before publication.

  1. Google DeepMind: AlphaGo (accessed 2026-10-06)
  2. Wikipedia: AlphaGo versus Lee Sedol (accessed 2026-10-06)