AINeutralarXiv – CS AI · May 96/10
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More Than Can Be Said: A Benchmark and Framework for Pre-Question Scientific Ideation
Researchers introduce InciteResearch, a multi-agent AI framework that helps researchers transform vague, implicit research ideas into structured, actionable questions through Socratic questioning. The framework achieves significant improvements over baselines on TF-Bench, a new benchmark for tacit-to-explicit research assistance, demonstrating AI's potential as a thinking tool rather than just an execution automator.