00:00:38 AI进化论：从“打工人”到“CEO”
00:03:57 驯服AI的秘密：一句话，放在哪儿说效果大不同
00:07:58 你看到的，就是真相吗？——AI给我们的一个新警告
00:12:40 数据稀缺的时代，如何拼出一张完整的世界地图？
00:17:23 AI正在偷偷学心理学，但好像学偏了
本期介绍的五篇论文：
[LG] MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines
[University of Wisconsin - Madison]
https://arxiv.org/abs/2507.22606
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[CL] Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning
[University of Maryland]
https://arxiv.org/abs/2507.22887
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[LG] Representation biases: will we achieve complete understanding by analyzing representations?
[Google DeepMind]
https://arxiv.org/abs/2507.22216
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[LG] AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data
[Google DeepMind]
https://arxiv.org/abs/2507.22291
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[LG] The Incomplete Bridge: How AI Research (Mis)Engages with Psychology
[Johns Hopkins University & Rice University & Microsoft Research Asia]
https://arxiv.org/abs/2507.22847
