We can't build AI systems that reliably know the limits of their own knowledge.
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Global / Unspecified, Global
WS00677
AI models often can't accurately tell when a question falls outside what they actually know, leading them to guess confidently rather than admit uncertainty. Teaching AI to recognize its own limits remains an unresolved research problem.