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cs.HC2026
Adaptive Human-AI Collaboration: A Review of Multimodal Context Modeling, Uncertainty-Aware Intervention, and Longitudinal Co-Adaptation
Mahyar T. Moghaddam, Mina Alipour
Artificial intelligence is shifting from a static decision-support tool to an adaptive collaborator that must sense context, decide when and how to intervene, and improve through r…
cs.HC2026
From Blind Edits to Verified Repair: Building Trustworthy User-Side LLM Agents for Web Accessibility
Lily Bundgaard Wanscher, Markus Heidemann Lorensen, Mohammed Ammad Shafiq +2
Assistive agents that adapt web pages on the user's side, at the moment of browsing, could reach the accessibility failures that site authors leave unfixed, and large language mode…