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

Weiming Li, Helen Paik, Yulei Sui

Modern GUI-agent frameworks achieve strong desktop task performance with frontier API models, yet persistent control information often remains implicit in growing interaction traje…