Research Agents Lie. The Fix Is Adversarial Verification.

You asked an AI research assistant a detailed question and got a confident multi-page answer with citations. Some of those citations don't exist. Several facts contradict each other. The synthesis reads well — it's structured, well-argued, fluent. It...