Max Planck Institute for Intelligent Systems

A small model solved nearly three in ten ARC-AGI-1 puzzles without writing out its steps

BDH-CQ updates a fixed-size internal memory instead of generating chain-of-thought tokens, and its authors put a single puzzle query at about $0.00070. Two outside researchers say the result does not yet credit the design.