The mathematics and history of artificial intelligence

∑Math of AI Why does AI work?

From Boole and Turing to Transformers: the theorems that matter, the people who found them, and an interactive figure at every step. Behind this text, a loss landscape: every glowing ball is an optimiser looking for its minimum, exactly as a network learns.

Click the landscape to drop more balls; hover to see the gradient.