Critically evaluate AI outputs, reasoning, and behaviour.

AI hallucinates — it states plausible, smooth, wrong things, especially on niche, recent, or local facts (knowledge cutoff). Smoothness and correctness are independent. When should you NOT trust a confident answer? List the warning signs (specific names, dates, citations, post-cutoff events).