你有没有想过，AI的进化不只靠“大力出奇迹”？今天我们要聊点更聪明的：比如，给3D世界换上一种全新的“智能积木”；不造新车，而是给最强的大模型巧妙“换上新引擎”；甚至通过分离“骨架”与“灵魂”，让数字世界变得前所未有的高效。本期节目，我们将通过几篇最新论文，揭示那些重塑AI底层逻辑的优雅巧思，看看AI是如何在看不见的地方，悄悄完成自我进化的。

00:00:33 一套“智能积木”如何解锁3D世界？

00:06:23 AI大模型的新玩法：不造新车，只换发动机

00:14:06 AI提速的关键：不只靠“算得快”

00:22:05 3D世界的新法则：分离骨架与灵魂

00:27:00 AI的“记忆”难题，决定了它离我们还有多远

本期介绍的几篇论文：

[CV] Native and Compact Structured Latents for 3D Generation  

[Tsinghua University & Microsoft Research]  

https://arxiv.org/abs/2512.14692 

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[CL] Bolmo: Byteifying the Next Generation of Language Models  

[Allen Institute for AI & University of Washington]  

https://arxiv.org/abs/2512.15586 

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[LG] SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations  

[Princeton University & UC Berkeley]  

https://arxiv.org/abs/2512.14080 

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[CV] Nexels: Neurally-Textured Surfels for Real-Time Novel View Synthesis with Sparse Geometries  

[University of Toronto & Simon Frasier University]  

https://arxiv.org/abs/2512.13796 

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[CL] Memory in the Age of AI Agents  

[National University of Singapore & Renmin University of China]  

https://arxiv.org/abs/2512.13564