user-intent

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#user-intent

Uncertainty-Aware Clarification in LLM Agents with Information Gain

arXiv cs.AI · 2026-06-03 Cached

Proposes a goal-oriented clarification framework using Information Gain Reward to train LLM agents to ask effective clarification questions under underspecified user instructions, improving task success rate by 3.7% with minimal interaction overhead.

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#user-intent

Reimagining the mouse pointer with AI

YouTube AI Channels · 2026-05-13 Cached

Google DeepMind is experimenting with a Gemini-powered AI pointer that understands user pointing intent, context, and voice, and performs actions across applications, thereby reshaping human-computer interaction.

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