arXiv:2512.16171cs.AIcs.CL2025-12

AI助手帮科研与开发人员快速选对建模方案并生成原型。

Science Consultant Agent

  • 通过问卷+文献推荐+自动填空,智能匹配建模策略。
  • 整合四模块流程,实现从问题到原型的自动化构建。
  • 适合产品、开发和研究者快速落地AI解决方案。

科学顾问代理(Science Consultant Agent)是一个基于网络的人工智能工具,帮助实践者选择并实施最有效的基于AI的解决方案建模策略。它由四个核心组件构成:问卷调查、智能填充、研究引导推荐和原型构建器。通过结合结构化问卷、基于文献的解决方案推荐以及原型生成,该代理加速了从产品经理、软件开发者到研究人员的全流程开发。整个流程如图1所示。

原文摘要 · Abstract (English)

The Science Consultant Agent is a web-based Artificial Intelligence (AI) tool that helps practitioners select and implement the most effective modeling strategy for AI-based solutions. It operates through four core components: Questionnaire, Smart Fill, Research-Guided Recommendation, and Prototype Builder. By combining structured questionnaires, literature-backed solution recommendations, and prototype generation, the Science Consultant Agent accelerates development for everyone from Product Managers and Software Developers to Researchers. The full pipeline is illustrated in Figure 1.

AI助手建模推荐原型生成

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