5 papers · 1 filter
Treadstone: A Social-Media-Inspired Platform for Multi-Agent Collaborative Data Analysis
Hyunwook Lee, Sungbeom Cho, William Benjamin +6
Coordinating human analysts with autonomous AI agents faces the same challenges as human-to-human collaboration: sharing intermediate results, avoiding conflicts, and maintaining g…
From Role to Person: Trust Calibration Challenges in Twin Agents
Hugo Andersson, Niklas Elmqvist
Agentic AI has taken on the role of assistant, collaborator, and decision-support tool. We argue the next role on that list is more personal: you. These are digital twins of each i…
Material for Thought: Generative AI as an Active Creative Medium
Hugo Andersson, Niklas Elmqvist
Human-AI collaboration research has largely positioned the human as a judge of AI output, centering effort on evaluating whether rec- ommendations are reliable enough to accept. Th…
TombWriter: Scaffolding Story Archeology through Beat-Level Interaction in Human-AI Co-Writing
Hugo Andersson, Niklas Elmqvist
The dominant paradigm for LLM interaction in AI co-writing uses disposable prompts that vanish after use. This may lead to imprecise results, cumbersome workflows, and diminished a…
Context-Mediated Domain Adaptation in Multi-Agent Sensemaking Systems
Anton Wolter, Leon Haag, Vaishali Dhanoa +1
Domain experts possess tacit knowledge that they cannot easily articulate through explicit specifications. When experts modify AI-generated artifacts by correcting terminology, res…