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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Peihan Li

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#computer vision Preprint Sep 2026

When2Talk: When Should a Proactive In-Car Agent Talk?

Proactive in-cabin agents can help passengers understand automated-vehicle (AV) behavior, but communicating every ride event may introduce unnecessary interruptions. We investigated how communication should adapt to event priority and passenger activity. In a mixed-methods within-subject study, 41 participants rode as...

Kaiser Hamid, Peihan Li, Na-De Liang · 0 citations

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