AIBullisharXiv – CS AI · 7h ago6/10
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Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents
Researchers propose the Pre-Reasoning Perception Framework (PRPF), a two-stage system that improves mobile agent efficiency by separating intervention detection from task reasoning. The framework uses a lightweight perceptor to decide when assistance is needed before activating a larger reasoning model, reducing false triggers and computational overhead.