Articles tagged: Fact-checking
AI is often more useful when it challenges structure, ambiguity and omissions than when it is treated as the authority that decides what is true. Separate language work from truth: a clearer sentence can still describe incorrect behavior.
Generative text can sound complete while quietly inventing defaults, guarantees or citations. Build a verification pass around authoritative sources, executable examples and explicit uncertainty. The dangerous AI error in documentation is rarely broken grammar.
In three years, generative AI turned a first draft from an expensive output into a cheap operation. The important question is no longer whether a model can write, but who owns facts, structure, review, updates, and quality once text can be produced in minutes.