The Complexity Cliff: Why Reasoning Models Work Right Up Until They Don't2025-11-05T21:59:08Z•12#ai#machine learning#research#llms#reasoningNew research reveals a disturbing truth: reasoning models maintain high performance until they hit a complexity threshold, then collapse entirely. They don't degrade gracefully - they fall off a cliff.