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Discovering 108 tricks to accelerate grokking | Ziming Liu

kindxiaoming.github.io · 561 words · saved by 2 readers

A simple, whitespace theme for academics. Based on [*folio](https://github.com/bogoli/-folio) design.

Author: Ziming Liu (刘子鸣) Over the past year, AI research agents have made significant progress. They can read papers, modify code, design experiments, and even propose new algorithmic improvements. But these systems share a common problem: they lack research intuition. When faced with a new idea, human researchers often form a preliminary judgment — this direction might work, that one probably won’t; something here looks like a phase transition, something there might just be noise. Most AI agents today do not have this ability. For a new training trick, they typically have to actually…

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