LLM reliability

How to Reduce AI Hallucinations in Production Apps

Verdict: TL;DR Hallucinations in production AI apps are a system problem, not a prompt problem. A single clever instruction will not fix them. The teams that ship reliable AI features stack defenses: ground answers in retrieved documents, require citations, constrain outputs to fixed shapes, let the model abstain when evidence is thin, verify claims before […]