Commentator Toucan warns that Claude Opus 4.6 and 4.7 severely hallucinate scientific concepts during non-coding tasks

Many users criticized Claude Opus models for fabricating facts in science and medicine, blaming flawed post-training incentives, lack of truth-seeking, and developer choices that prioritize capabilities over reliability.

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