AI Agent Traps (DeepMind)

DeepMind researchers identify "AI agent traps" where AI systems can get stuck in suboptimal behaviors due to reward misalignment. These traps occur when agents optimize for proxy rewards that don't match true objectives, leading to unintended consequences. The paper analyzes how these traps emerge and proposes methods to detect and avoid them.