Worklog Posts

My worklog posts and overall technical jargon posts. Will be writing about mathematics, AI, and computer science projects.

  1. 8/5/2026 · PyTorch, AI, Research

    Optimizer Research Progress

    For the original motivation, approach, and initial results, refer back to Experimental Optimizer Research & Progress. This update focuses on the progress made since that write-up.

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  2. 6/24/2026 · PyTorch, AI, Research

    Optimizer Research & Progress

    Muon, a SOTA-level optimizer, takes a new approach toward optimization. By analyzing and hypothesizing how its mechanics work, one can try to design a similar optimizer from the same core ideas. Since Muon orthogonalizes 2D update matrices…

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