{"ID":2827384,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2512.16171","arxiv_id":"2512.16171","title":"Science Consultant Agent","abstract":"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.","short_abstract":"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 combinin...","url_abs":"https://arxiv.org/abs/2512.16171","url_pdf":"https://arxiv.org/pdf/2512.16171v1","authors":"[\"Karthikeyan K\",\"Philip Wu\",\"Xin Tang\",\"Alexandre Alves\"]","published":"2025-12-18T04:46:42Z","proceeding":"cs.AI","tasks":"[\"cs.AI\",\"cs.CL\",\"cs.IR\",\"cs.LG\"]","methods":"[]","has_code":false}