DeepInstructor: An Agentic AI Instructor for Experience-Driven Idea Evaluation
arXiv:2609.22104v1 Announce Type: new Abstract: As automated scientific discovery advances, Large Language Models (LLMs) can now generate research ideas at an unprecedented scale, shifting the bottleneck from idea generation to idea evaluation. Existing evaluators mainly rely on parametric LLM know…
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- 2026-09-22 04:00 · arXiv cs.CL
DeepInstructor: An Agentic AI Instructor for Experience-Driven Idea Evaluation