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Liruiran Cheng

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#artificial intelligence Preprint Sep 2026

Design Docs Are All You Need: An AI-native Machine-Learning Performance Tool

Machine-learning performance modeling is a uniquely hostile terrain for long-lived software: the assumptions baked into today's abstractions are invalidated by tomorrow's models and systems, forcing perpetual refactoring of performance-modeling frameworks. Meanwhile, AI coding agents have become fast and capable enough...

Samuel Kushnir, Kimia Noorbakhsh, Kavya Sreedhar et al. · 0 citations

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