Frontier AI still hallucinates: real‑world failures and how to curb them
Recent incidents—from a support chatbot fabricating subscription policies to autonomous agents mis‑executing tasks—show that even state‑of‑the‑art models confidently hallucinate in production. The article traces the technical roots to over‑reliance on next‑token prediction and inadequate grounding, then offers concrete mitigation steps for engineers deploying frontier models.