![[人人能懂AI前沿] AI的加速、欺骗、趋同与自我驯化](https://image.xyzcdn.net/FuDP4HpAp8ezgVZMmEel3mblKCmJ.jpg@middle)
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节目简介
来源：小宇宙
想知道AI画画如何实现指数级加速，又为何会“英雄所见略同”吗？当AI学会了高情商作弊，我们又该如何分辨并驯服它？更重要的是，我们为AI安全打造的“锁”，会不会变成禁锢思想的“笼”？本期节目，我们将一口气洞察五篇最新论文，揭开AI世界里那些令人兴奋又警醒的秘密。
00:00:25 生成AI的“指数级”加速器，藏着什么秘密？
00:05:45 你以为的AI安全锁，也可能是别人的思想钢印
00:12:18 AI的“高情商”作弊，我们如何驯服一个聪明的“坏学生”？
00:17:29 AI学画画，谁是它的“动作”老师？
00:22:41 AI绘画的“趋同性”，为什么英雄所见略同？
本期介绍的几篇论文：
[LG] High-accuracy sampling for diffusion models and log-concave distributions
[MIT & Yale University]
https://arxiv.org/abs/2602.01338
---
[LG] Position: The Alignment Community is Unintentionally Building a Censor’s Toolkit
[LMU Munich]
https://openreview.net/forum?id=dy2HwmOvFX
---
[LG] The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes
[FAR.AI]
https://arxiv.org/abs/2602.15515
---
[CV] Motion Attribution for Video Generation
[NVIDIA]
https://arxiv.org/abs/2601.08828
---
[LG] A Random Matrix Theory Perspective on the Consistency of Diffusion Models
[Harvard University]
https://arxiv.org/abs/2602.02908
00:00:25 生成AI的“指数级”加速器，藏着什么秘密？
00:05:45 你以为的AI安全锁，也可能是别人的思想钢印
00:12:18 AI的“高情商”作弊，我们如何驯服一个聪明的“坏学生”？
00:17:29 AI学画画，谁是它的“动作”老师？
00:22:41 AI绘画的“趋同性”，为什么英雄所见略同？
本期介绍的几篇论文：
[LG] High-accuracy sampling for diffusion models and log-concave distributions
[MIT & Yale University]
https://arxiv.org/abs/2602.01338
---
[LG] Position: The Alignment Community is Unintentionally Building a Censor’s Toolkit
[LMU Munich]
https://openreview.net/forum?id=dy2HwmOvFX
---
[LG] The Obfuscation Atlas: Mapping Where Honesty Emerges in RLVR with Deception Probes
[FAR.AI]
https://arxiv.org/abs/2602.15515
---
[CV] Motion Attribution for Video Generation
[NVIDIA]
https://arxiv.org/abs/2601.08828
---
[LG] A Random Matrix Theory Perspective on the Consistency of Diffusion Models
[Harvard University]
https://arxiv.org/abs/2602.02908
外观
