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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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He Zhang

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#large language models Aug 2026

Communicating AI Uncertainty in Assistive Navigation for People with Visual Impairments

Visual impairments affect upwards of 2.2 billion people worldwide. As AI systems increasingly support navigation for people with visual impairments, how uncertainty is communicated becomes critical. Prior work shows that communicating uncertainty can improve trust calibration and decision-making, yet it remains underex...

Hayden Shaffer, Aahil Shaikh, He Zhang et al. · 0 citations

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