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  1. Author: Ziming Liu (刘子鸣) There has been a lot of discussion about Auto-Research lately.

  2. Author: Ziming Liu (刘子鸣) 天下大势,分久必合,合久必分。

  3. Author: Ziming Liu (刘子鸣) The Tension Between Physics and Visual Realism Today I came across an interesting paper, whose Figure 2 shows that the visual realism (SSIM) and physical realism (ATE-3D) of video generation models are negatively correlated.

  4. Author: Ziming Liu (刘子鸣) Introduction Astronomy went through three stages: Tycho — Kepler — Newton.

  5. Author: Ziming Liu (刘子鸣) Over the past year, AI research agents have made significant progress.

  6. Author: Ziming Liu (刘子鸣) AI4AI Needs Its Own “World Model” AI4AI refers to using AI to improve AI itself.

  7. Black: Agent generated; Red: Added by human Introduction How does memorization affect model’s \(\ell_2\) norm?

  8. Black: Agent generated; Red: Added by human Introduction The original grokking paper shows a clear delayed generation in both loss and accuracy (especially accuracy), called grokking.

  9. Black: Agent generated; Red: Added by human Introduction Bi-gram data is a simple dataset capturing some basic aspect of natural language.

  10. Author: Ziming Liu (刘子鸣) LSTM: A search space odyssey (Link) Reason: walk you through the development of LSTMs The binding problem On the Binding Problem in Artificial Neural Networks (Link) Neural Expectation Maximization (Link) Reason: Today’s foundation