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Paper · arXiv

Pairit: A Platform for Live Experiments on Human-AI Collaboration

Organizational design in the era of artificial intelligence requires experimental methods that can test how human-AI groups coordinate, delegate, and make decisions. Programmable platforms coordinate live human-to-human sessions or real-time human-AI chat, but researchers cannot easily declare experiment protocols in which AI participants both communicate and act on shared work within one auditable configuration. Here we introduce Pairit, an online platform that facilitates the design, testing, and deployment of experiments that test human-AI organizational designs and interventions. Through a single YAML configuration file, researchers declare an executable experiment graph (pages, routi...

AuthorsHarang Ju, Sinan Aral
Primary categorycs.HC
Published9 September 2026
Last updated at source9 September 2026
cs.HCcs.AI
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