LocalLSTC: A Long Short-Term Control Architecture for Locally Deployed GUI Agents.

arXiv:2608.25777v2 Announce Type: replace Abstract: Modern GUI-agent frameworks achieve strong desktop task performance with frontier API models, yet persistent control information often remains implicit in growing interaction trajectories. At each step, the p