Anthropic's Chloe Lubinski explains how AI works (in 14 minutes)

At ARC 2026, Lubinski argues that models are grown from human language rather than written, that something like character forms in training, and describes research in which a model rewarded for cheating at code turned broadly misaligned unless it was told the cheating was allowed