LLMs & Models3 min read
Artificial Intelligence
Research idea generation gets 3.89x better with IDEAgent
IDEAgent uses lineages, multi-objective feedback, and sequential memory to balance quality and diversity in LLM-generated research ideas. Tested across 32 topics in 8 CS domains, it achieves 3.89x the Yield (diverse ideas above a quality threshold) of prior methods.
2026-08-02