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Direction: Human-AI Collaboration and Decision Support

AI Latency Inference and Responsibility Allocation

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helpResearch questionAI Latency Inference and Responsibility Allocation

In human-AI teams, how can user-centered deferral criteria for deferred inference improve collaborative performance?

IUI '23Human-Centered Deferred Inference: Measuring User Interactions and Setting Deferral Criteria for Human-AI Teams

helpResearch questionAI Latency Inference and Responsibility Allocation

How do individual user characteristics affect AI model deferral criteria settings?

IUI '23Human-Centered Deferred Inference: Measuring User Interactions and Setting Deferral Criteria for Human-AI Teams

helpResearch questionAI Latency Inference and Responsibility Allocation

How can information aggregation functions optimize semantic information in deferred inference responses?

IUI '23Human-Centered Deferred Inference: Measuring User Interactions and Setting Deferral Criteria for Human-AI Teams

lightbulbPractical problemAI Latency Inference and Responsibility Allocation

Users experience degraded UX due to AI model errors in complex interactions, affecting efficiency.

IUI '23Human-Centered Deferred Inference: Measuring User Interactions and Setting Deferral Criteria for Human-AI Teams

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