During testing, Meridian's generative-AI dispatch assistant confidently states a specific regulatory requirement that turns out not to exist in any actual FAA or Meridian document. What should the PM take away from this, and what should the project do about it?
Select an answer to reveal the explanation.
Short Explanation
A confidently wrong answer from an LLM is a hallucination, not a glitch to shrug off — especially near FAA rules, always make it show its receipts.
Full Explanation
The assistant fabricating a confident but nonexistent regulatory requirement is a textbook hallucination — a well-documented limitation of generative AI and LLMs where the model produces plausible-sounding but false content — and for a safety-critical, regulated context like dispatch procedures, this means outputs must be verified against authoritative sources (a human-in-the-loop or grounding/retrieval step) before being acted on. Concluding GenAI should never be used anywhere at Meridian overcorrects — the appropriate response is risk-scoped verification for high-stakes uses, not blanket rejection of a technology with genuine value elsewhere (as in the earlier documentation-assistant scenario). Claiming this is expected and needs no mitigation is wrong and dangerous — ignoring a hallucination in a dispatch-procedure context is exactly the kind of unmitigated risk Trustworthy AI and Managing AI practices exist to prevent. Letting the assistant autonomously edit official regulatory documentation is the opposite of the correct response — it would let unverified generated content overwrite authoritative source material.