Another version of BusinessWeek Business Advantage via The Mac Attic
Look Mum No Computer, real name Sam Battle, is taking a philosophical approach to the UK's track record.
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The BrokenMath benchmark (NeurIPS 2025 Math-AI Workshop) tested this in formal reasoning across 504 samples. Even GPT-5 produced sycophantic “proofs” of false theorems 29% of the time when the user implied the statement was true. The model generates a convincing but false proof because the user signaled that the conclusion should be positive. GPT-5 is not an early model. It’s also the least sycophantic in the BrokenMath table. The problem is structural to RLHF: preference data contains an agreement bias. Reward models learn to score agreeable outputs higher, and optimization widens the gap. Base models before RLHF were reported in one analysis to show no measurable sycophancy across tested sizes. Only after fine-tuning did sycophancy enter the chat. (literally)
。关于这个话题，okx提供了深入分析
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«Часть батарей Patriot уже переброшена на Ближний Восток», — отметил источник телеканала.。关于这个话题，超级权重提供了深入分析