Failures and Overthinking in Reasoning Models

What phenomenon do reasoning models exhibit, where they explore incorrect solutions even after finding the correct one? 🤔

At what complexity level do reasoning models such as LRMs and non-thinking models begin to experience a complete performance collapse? 😟

What notable behavior is observed in reasoning models when approaching a critical complexity threshold regarding their reasoning effort? 🔍