Human-like Artificial Agency Program

Human intelligence is shaped by limits: finite memory, limited sensing, partial observability. Frontier AI systems are trained without these constraints – and fail on tasks humans find trivial. Richard Csaky and Côme Chevalier are building general artificial agents whose problem-solving is shaped by the same constraints that shaped human cognition, tested on ARC-AGI-3 – one of the hardest AGI benchmarks.