Why are AI hallucinations dangerous in production systems?
Answer:
Because confident, wrong outputs can trigger real actions—causing financial, legal, or reputational harm.
The full story
Why are AI hallucinations dangerous in production systems?
Hallucinations become dangerous when output turns into action.
Practical guidelines
- They sound confident.
- They can fabricate citations, configs, or “facts.”
- They erode trust and create liability.
A good rule: start conservative, measure outcomes, then expand autonomy where the data supports it.