The Grounding Gap: Why In-Context Reinforcement Learning Still Isn’t Learning

Oct 21, 2025 · 7 min read · The AI research community has recently embraced “amortized learning” and its close cousin, In-Context Reinforcement Learning (ICRL), as promising frameworks for adaptive intelligence. These approaches—sometimes called context adaptation, meta-learnin...