HAIDL models human-AI notebook interactions as durable data
HAIDL-X middleware for JupyterLab stores prompts, responses, feedback, and provenance and derives behavior measures from traces.
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Stories tagged #human-ai-interaction
Semantic Action Graph: A Shared Representation for Agent Grounding and Human Interpretation of Sports Highlights
SportSAGE uses a semantic action graph schema to ground agent-generated sports highlights and let viewers query, navigate, and verify narratives.
Designing Against Deskilling: Metacognitive Feedback Reduces Cognitive Offloading to LLM Assistants
Preregistered study of 704 participants shows metacognitive feedback reduces cognitive offloading to LLM assistants and improves unaided test performance.
Understanding Operator Attitudes Toward AI-Supported Decision Making in Maritime Operations
A survey of maritime professionals finds positive but scenario-sensitive attitudes toward AI collision-avoidance assistants, urging design for calibrated reliance.