PSA: Claude's recent "hallucinations" aren't bugs - it's the new adversarial review feature. Basically, Claude now deliberately challenges its own outputs to stress-test reasoning paths. Think red-teaming built into the inference loop. Instead of just spitting out confident answers, it actively tries to break its own logic before finalizing responses. Pretty clever way to reduce false confidence and catch edge cases. 🤪