A Sky News Arabia Business report published on 18 May 2025 exploring insurance for losses linked to AI errors cited Hilda Maalouf Melki’s earlier commentary on hallucinations.
Her explanation addressed the statistical nature of generative AI outputs and the possibility of plausible but inaccurate answers. The report reused that earlier contribution as context for its discussion of emerging insurance responses to AI-related risks.
Understanding errors before assigning responsibility
The coverage raises a practical issue for institutions deploying AI: how will inaccurate output be identified, reviewed and corrected when it affects a service?
For organizations in Lebanon, the Middle East and the Arab world, a useful starting point is to define approved uses, retain appropriate human review and document incidents so teams can improve their operating procedures.
Maalouf Melki’s wider approach to responsible adoption emphasizes understanding the limits of a system and establishing clear accountability for its use. The citation extends the visibility of her earlier analysis into the discussion of AI-related insurance.
