research
Persistent Control State Lifted a Local GUI Agent
LocalLSTC separates long-term subgoal evidence from bounded short-term execution commitments.
Published Updated Story ID: mp-2026-08-27-018
Summary
LocalLSTC separates long-term subgoal evidence from bounded short-term execution commitments.
Replacing GPT-5 with Qwen3.5-9B across four frameworks dropped average OSWorld SR-100 from 60.9 to 37.7 percent. With Qwen3.6-27B, the training-free architecture reached 64.7 percent on OSWorld and 65.3 percent on WindowsAgentArena.
Why it matters
LocalLSTC separates long-term subgoal evidence from bounded short-term execution commitments.
Limits and context
No additional limitation was separately recorded.
Key claims
LocalLSTC separates long-term subgoal evidence from bounded short-term execution commitments.
Evidence: source-2026-08-27-020
Sources
- arXiv preprint 2608.25777arXiv · primary research
Corrections
No corrections have been recorded for this story.