In early 2026, as organizations worldwide embraced AI at unprecedented scale, a troubling pattern emerged: professionals across industries were following AI recommendations without verification, often to devastating effect. Legal filings contained fabricated case citations. Medical decisions relied on hallucinated information. Corporate strategies were built on AI-generated data that nobody validated.

