Teaching Language Models to Forecast Research Success Through Comparative Idea Evaluation

Srujan P Mule, Aniketh Garikaparthi, Manasi Patwardhan

As language models accelerate scientific research by automating hypothesis generation and implementation, a new bottleneck emerges: evaluating and filtering hundreds of AI-generate…