10 monthly gift articles to share
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)
，这一点在新收录的资料中也有详细论述
СюжетЗимняя Олимпиада-2026:。新收录的资料对此有专业解读
最近，云南一位消费者分享了自己去某家西贝餐厅的体验：“服务直接跟不上了，也没人引领入座了，小米粥要才给，服务员明显变少。”