Former DeepMind dev: the 'lookup table' that beat Go champs hashed with a convnet

syhw · x · 2026-10-10

Francois Fleuret mocked the claim that 'a big lookup table can beat the best humans at Go,' saying it stretches the term as much as the Chinese room stretches 'book'. Syhw, replying, revealed the technical detail: the hash for that hashmap was simply a convnet — i.e., AlphaGo-era policy networks mapped board states to moves, so the 'lookup table' relied on neural network generalization all along.

Related event: LeCun vs Fleuret: Is Chain-of-Thought Really Search?(13 posts)→

Original post →

More from Fun

Fun channel →