Field notes on learning AI well.

Essays from the AI Learn Grid team. Long enough to say something, short enough that you finish them.

Test-Time Compute: Why Inference Is the New Pre-Training

Scaling laws are no longer confined to dataset size and parameter counts. Allocating compute at inference time turns hard reasoning puzzles into solvable search spaces.

September 20, 20265 min read

Read the essay