Google Research: Recall is LLMs' factuality bottleneck

Google's knowledge-profiling framework finds frontier LLMs (Gemini 3, GPT-5) encode nearly all facts but fail to recall many — factual errors are recall failures, not knowledge gaps. The WikiProfile benchmark covers 2,150 Wikipedia-derived facts, each probed by ten questions.