• Sparse attention 4 -- previous token head

  7 min read   ·   January 13, 2026

  2026   ·   Physics-of-AI   Sparse-attention     ·   AI  

• Sparse attention 3 -- inefficiency of extracting similar content

  5 min read   ·   January 12, 2026

  2026   ·   Physics-of-AI   Sparse-attention     ·   AI  

• Emergence of Induction Head Depends on Learning Rate Schedule

  8 min read   ·   January 11, 2026

  2026   ·   Physics-of-AI   Induction-head   Learning-rate-schedule     ·   AI  

• Sparse attention 2 -- Unattention head, branching dynamics

  6 min read   ·   January 10, 2026

  2026   ·   Physics-of-AI   Sparse-attention     ·   AI  

• Sparse attention 1 -- sticky plateau and rank collapse

  6 min read   ·   January 09, 2026

  2026   ·   Physics-of-AI   Sparse-attention     ·   AI