The Geometry of Learning Under AI Delegation

Researchers developed a mathematical model showing how AI delegation can create stable low-skill equilibria where humans become persistently reliant on AI systems. The study reveals that while AI assistance improves short-term performance, it can lead to long-term skill degradation through reduced practice and negative feedback loops.