Why Claude 4.5 Haiku (fast) can report a 25% hallucination rate - practical tradeoffs and what to do about them

https://penzu.com/p/70485e440021872a

If you see "25% hallucination" for Claude 4.5 Haiku (fast): what that number really signals A single percentage — 25% — looks clean, decisive, and dangerously simple