时长：
25分钟
播放：
112
发布：
3周前
主播...
简介...
00:01:07 AI当学徒：如何把“笨学生”调教成“优化大师”？
00:05:48 AI专家速成指南：换个姿势，我们能造出“神医”吗？
00:10:48 从“大力出奇迹”到“精准打击”：AI的进化新思路
00:14:59 AI的“偏见”：它如何看透纷繁信息，抓住本质？
00:19:50 让AI学会“多想一步”：笨办法里的真智慧
本期介绍的几篇论文：
[LG] CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
[DeepReinforce Team]
https://arxiv.org/abs/2507.14111
---
[CL] Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need
[Princeton University]
https://arxiv.org/abs/2507.13966
---
[LG] Reframing attention as a reinforcement learning problem for causal discovery
[University of Tübingen & University of Amsterdam]
https://arxiv.org/abs/2507.13920
---
[LG] Provable Low-Frequency Bias of In-Context Learning of Representations
[University of Michigan & Harvard University]
https://arxiv.org/abs/2507.13540
---
[LG] Change of Thought: Adaptive Test-Time Computation
[Google Research & Georgia State University & Maynooth University]
https://arxiv.org/abs/2507.13569
00:05:48 AI专家速成指南：换个姿势，我们能造出“神医”吗？
00:10:48 从“大力出奇迹”到“精准打击”：AI的进化新思路
00:14:59 AI的“偏见”：它如何看透纷繁信息，抓住本质？
00:19:50 让AI学会“多想一步”：笨办法里的真智慧
本期介绍的几篇论文：
[LG] CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
[DeepReinforce Team]
https://arxiv.org/abs/2507.14111
---
[CL] Bottom-up Domain-specific Superintelligence: A Reliable Knowledge Graph is What We Need
[Princeton University]
https://arxiv.org/abs/2507.13966
---
[LG] Reframing attention as a reinforcement learning problem for causal discovery
[University of Tübingen & University of Amsterdam]
https://arxiv.org/abs/2507.13920
---
[LG] Provable Low-Frequency Bias of In-Context Learning of Representations
[University of Michigan & Harvard University]
https://arxiv.org/abs/2507.13540
---
[LG] Change of Thought: Adaptive Test-Time Computation
[Google Research & Georgia State University & Maynooth University]
https://arxiv.org/abs/2507.13569
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