The Irrelevance Problem: Why Common Sense Eludes AI

The Frame Problem represents a fundamental challenge in artificial intelligence: how to enable systems to reason about action consequences without explicitly representing countless obvious non-effects. Extending beyond narrow technical concerns, it raises broader epistemological questions about how intelligence—natural or artificial—determines relevance and limits reasoning scope. Solving this problem is essential for developing more efficient AI systems and understanding the nature of human reasoning itself.