Author

Saiph Savage

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Preprint Jul 2026

"Nobody Did This": Contribution, Originality, and Accountability in Agent-Mediated Collaboration

Collaborative knowledge work is changing in ways that go beyond disclosure or transparency. LLM agents are now embedded in how teams research, design, write, and decide: mediating between members, synthesizing inputs, reformulating ideas, and drafting shared outputs. They do not only facilitate collaboration; they oper...

Kashif Imteyaz, M. Rifat, Divya Ramesh et al. · 0 citations

Jul 2026

Evaluating Large Language Models on Misconceptions in Multi-Turn Medical Conversations

ThReadMed-QA is introduced, a multi-turn medical dialogue dataset of 2,437 patient-physician conversation threads comprising 8,204 question-answer pairs that enables systematic evaluation of whether models can detect and correct misconceptions under a multi-turn context.

Monica Munnangi, Saiph Savage · arXiv.org · 0 citations