01 Aug 6, 2026 · 9 min read
Hallucinations Under the Hood: Where They Come From and Five Techniques That Actually Reduce Them
Why a model makes things up by design rather than by malfunction, and five everyday defense techniques with before/after examples: forcing sources, a sanctioned "I don't know", task splitting, second-model verification, and grounding in documents.