2 papers
cs.HC2026
Personalized AI Scaffolds Synergistic Multi-Turn Collaboration in Creative Work
Sean Kelley, David De Cremer, Christoph Riedl
As AI becomes more deeply embedded in knowledge work, building assistants that support human creativity and expertise becomes more important. Yet achieving synergy in human-AI coll…
cs.CL2026
Personalization Increases Affective Alignment but Has Role-Dependent Effects on Epistemic Independence in LLMs
Sean W. Kelley, Christoph Riedl
Large Language Models (LLMs) are prone to sycophantic behavior, uncritically conforming to user beliefs. As models increasingly condition responses on user-specific context (person…