如果AI团队里的“领导”一插手就让报告注水变烂，而一只孤零零的机械手仅靠五指就能满地爬行兼顾干活，你会不会重新审视协同与肢体的边界？更不可思议的是，最新论文甚至发现大模型内部悄然涌现了会驱动自救的“痛觉神经”，并会在假扮的孩童面前集体构想深思型的未来蓝图。今天这期播客，我们将拆解5篇极具冲击力的最新论文，带你从硅基职场的反内卷、机器痛觉警钟，一路聊到用正交因子预测万象的世界模型。话不多说，让我们这就出发，一起推开这扇颠覆常识的认知大门！00:00:43 管得越多，写得越烂，为什么AI团队里的“领导”，反而成了累赘？00:05:32 当手掌长出了双脚，重构机器人的“身体哲学”00:11:27 当大模型学会“自救”，机器内部那根看不见的“痛觉神经”00:19:54 当顶级AI面对一个孩子，一场关于未来的集体“梦游”00:25:17 解构复杂世界的认知脚手架，如何用一把数学尺子丈量万事万物的未来？本期介绍的几篇论文：[AI] Loop-Back Authority in LLM Agent Teams: A Paired Experiment on Flat and Hierarchical Coordination[Leiden University]https://arxiv.org/abs/2609.14767 ---[RO] Fingers as Legs: Learning Self-Supported Locomotion and Manipulation with an Anthropomorphic Hand[ETH Zurich]https://arxiv.org/abs/2609.17172 ---[AI] The Pain Axis: LLMs Represent Self-Directed Harm and Act to Relieve It[Future Impact Group (FIG) & Ruhr-University Bochum & Reciprocal Research]https://arxiv.org/abs/2609.16247 ---[AI] Another Blueprint In The Wall: How to Ask Frontier AI Like a Kid?[University of Luxembourg]https://arxiv.org/abs/2609.14803 ---[CL] JEPA-Anything: Learning Predictive Models across Different Worlds[PhAI-labs]https://arxiv.org/abs/2609.20800 在小宇宙查看该单集文稿

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“What did the council decide on item 42?” — answered with the speaker and the moment.

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