Beyond Oversight: Why AI Governance Needs a Memory
Opening — Why this matters now In 2025, the world’s enthusiasm for AI regulation has outpaced its understanding of it. Governments publish frameworks faster than models are trained, yet few grasp how these frameworks will sustain relevance as AI systems evolve. The paper “A Taxonomy of AI Regulation Frameworks” argues that the problem is not a lack of oversight, but a lack of memory — our rules forget faster than our models learn. ...