InciteResearch is a multi-agent system that elicits structured researcher profiles from vague inputs, violates assumptions via feasibility-novelty maximization with a causal trace, and checks necessity, outperforming prompt baselines on the new TF-Bench for tacit-to-explicit scientific ideation.
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More Than Can Be Said: A Benchmark and Framework for Pre-Question Scientific Ideation
InciteResearch is a multi-agent system that elicits structured researcher profiles from vague inputs, violates assumptions via feasibility-novelty maximization with a causal trace, and checks necessity, outperforming prompt baselines on the new TF-Bench for tacit-to-explicit scientific ideation.