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Research questionHow can mobile agents execute tasks through direct, clearly bounded device capabilities instead of long GUI sequences?Mobile agents commonly perform tasks through taps, swipes, and typing, producing long sequences tied to a particular interface. These interactions provide limited direct access to device capabilities and make action boundaries difficult to define.
AI
AI Agents
Small / On-device Models
Technology
Latest papersRecent research connected to this question, newest first.PalmClaw: A Native On-Device Agent Framework for Mobile PhonesThe source presents PalmClaw, an open-source on-device framework that exposes mobile capabilities through tools with explicit arguments, structured results, and defined execution boundaries. Its experiments report an 11.5% relative improvement in task success and a 94.9% reduction in completion time against the strongest baseline; the supplied evidence does not specify the benchmark distribution or broader deployment conditions.research paper · Sep 3, 2026
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