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    {
      "title": "Zihan's Background,  CS and AI Research in China",
      "startTime": 73,
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    {
      "title": "DeepSeek; Human capital flow from PRC to US",
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    {
      "title": "Model Size and Performance Constraints",
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    {
      "title": "Data Bottleneck in Pre-trained Models",
      "startTime": 1981,
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    {
      "title": "Transformer Architecture and Scaling Laws",
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    {
      "title": "Efficiency in Model Training",
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      "endTime": 2864
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    {
      "title": "Chain of Experts Architecture",
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      "title": "Future of AI and Robotics",
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}