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)
区域红利观察:一线城市与新兴增长极的差异化机遇
ok(value) = println(f"result: {value}"),,详情可参考新收录的资料
据悉,该片讲述一个关于乒乓球运动员的原创虚构故事,原型为美国人 Marty Reisman。由约书亚·萨弗迪执导并联合罗纳德·布隆斯坦编剧,提莫西·查拉梅与格温妮斯·帕特洛主演,A24 出品,中国内地将于 3 月 20 日上映。
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I was almost there, but there was one step left - the font was off.,这一点在新收录的资料中也有详细论述
‘Putin will be smiling’: Ukraine struggles as US focus moves to Iran