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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Chang-Min Lee

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#artificial intelligence Preprint Sep 2026

PastForward: Faster On-Device GUI Agents via Computational Experience Reuse

Running GUI agents on edge devices can keep sensitive screens and interaction histories local, but the computational cost of inference at every action step makes deployment challenging. Existing GUI agent systems either perform full vision-language model (VLM) inference at each action step or reuse coarse-grained knowl...

Taehwan Park, Chang-Min Lee, Hayeon Lee et al. · 0 citations

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