New research shows enterprise AI agents top out at 37.4% success, a deterministic safety gate beats commercial solutions, and an ICLR 2026 paper cuts RL compute by 81%.
An accessible guide to AI safety and alignment, covering hallucinations, bias, misuse risks, and how major AI companies approach building safer systems.