AINeutralarXiv – CS AI · 6h ago6/10
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Intentmaking and Sensemaking: Human Interaction with AI-Guided Mathematical Discovery
Researchers conducted a user study with 11 expert mathematicians using AlphaEvolve, an AI coding agent, to explore how humans effectively collaborate with AI systems for scientific discovery. The study identified a cyclical workflow called 'intentmaking'—where users iteratively define and refine experimental goals through system interaction—paired with traditional sensemaking, suggesting AI tools should function as collaborative instruments rather than black-box assistants.