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AI tools for math discovery foster "intentmaking" and "sensemaking" workflows

A new paper introduces the concept of "intentmaking" as a crucial workflow for mathematicians interacting with AI tools like AlphaEvolve. This process involves iteratively defining and refining experimental goals, which complements "sensemaking," the cognitive act of understanding complex data. The research suggests designing AI for scientific discovery as collaborative instruments rather than opaque assistants. AI

影响 Suggests a new paradigm for designing AI tools for scientific discovery, moving beyond simple question-answer systems to collaborative instruments.

排序理由 This is a research paper detailing a new interaction paradigm for AI in scientific discovery. [lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

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AI tools for math discovery foster "intentmaking" and "sensemaking" workflows

报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Alex B\"auerle, Adam Connors, Alexander Novikov, Adam Zsolt Wagner, Ng\^an V\~u, Fernanda Viegas, Martin Wattenberg, Lucas Dixon ·

    Intentmaking and Sensemaking: Human Interaction with AI-Guided Mathematical Discovery

    arXiv:2605.05921v1 Announce Type: new Abstract: Artificial intelligence offers powerful new tools for scientific discovery, but the interaction paradigms required to effectively harness these systems remain underexplored. In this paper, we present findings from a formative user s…