• AI grad school
  • https://x.com/jxmnop/status/1933884519557353716
• A new type of information theory
  • https://x.com/jxmnop/status/1904238408899101014
• Embeddings

  • Text Embeddings Reveal (Almost) As Much As Text

    • https://arxiv.org/abs/2310.06816

  • Contextual document embeddings https://arxiv.org/abs/2410.02525

  • Universality embeddings

    Harnessing the Universal Geometry of Embeddings

    • https://arxiv.org/abs/2505.12540
• Language models
  • GPT-style language models memorize 3.6 bits per param*
    • https://x.com/jxmnop/status/1929903028372459909
  • Approximating Language Model Training Data from Weights
    • https://arxiv.org/abs/2506.15553
    • https://x.com/jxmnop/status/1936044666371146076
• Inversion
• "There Are No New Ideas In AI.... Only New Datasets"
  • https://x.com/jxmnop/status/1910087098570338756
  • https://blog.jxmo.io/p/there-are-no-new-ideas-in-ai-only

—

https://junyanz.github.io/CycleGAN/