New reasoning systems from OpenAI and others are increasingly generating incorrect information, exacerbating issues of reliability in AI. Companies report that as models gain power, hallucinations persist, raising concerns over misinformation in applications across various sectors, including healthcare and education. Effective implications for operational trust in these systems are highlighted.

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