RankEvolve: A Reliable Multi-Agent Auto-Research Harness for Evolving Ranking Models.

arXiv:2609.39551v1 Announce Type: new Abstract: Auto-research agents, LLM systems that propose, implement, train, and evaluate model changes across iterations, promise to automate applied ML's experimental loop. Over long horizons, execution accuracy is a bind