你想过没有，如果让AI当一名黑客，它能在真实对决中排第几？我们又该如何把它从一个聪明的“万事通”，教成一个会举一反三的“思考者”？当AI化身创意工具时，它又如何能让照片里的世界变得能摸能碰，甚至让你一键“偷走”视频里雄狮的奔跑姿态？本期，几篇最新论文将为我们揭晓这些问题的答案，带你看见AI嵌入现实的惊人路径。

00:00:32 AI黑客登场：一场真实世界的人机攻防对决

00:06:20 为虚拟世界，造一把能摸到的“梯子”

00:11:01 AI越来越聪明，到底是怎么“教”出来的？

00:16:58 AI 智能助理的「使用说明书」，有人已经替你写好了

00:20:41 一键“附体”：让你的3D模型活起来的新魔法

本期介绍的几篇论文：

[AI] Comparing AI Agents to Cybersecurity Professionals in Real-World Penetration Testing

[Stanford University]

https://arxiv.org/abs/2512.09882

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[CV] MeshSplatting: Differentiable Rendering with Opaque Meshes

[University of Liege & University of Maryland]

https://arxiv.org/abs/2512.06818

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[CL] On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models

[CMU]

https://arxiv.org/abs/2512.07783

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[LG] The Adoption and Usage of AI Agents: Early Evidence from Perplexity

[Harvard University]

https://arxiv.org/abs/2512.07828

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[CV] MoCapAnything: Unified 3D Motion Capture for Arbitrary Skeletons from Monocular Videos

[Huawei Technologies Co., Ltd. & Huawei Central Media Technology Institute]

https://arxiv.org/abs/2512.10881