Preprint Open access
Discovered, Not Designed: Population Evolution for Collaborative and Compute-Intensive Model Discovery
LLM-driven evolution enables iterative model development, but two practical goals remain underexplored: finding model designs that transfer across related tasks and sustaining improvement when training is expensive. We introduce Population Evolution (PE), a collaborative, hierarchical framework that connects ongoing lo …