A new study replicates Picbreeder by replacing human users with frontier vision-language models to test for autonomous discovery. The team evaluated whether AI agents can generate a diverse library of novel images through interactive evolution. Results suggest current models struggle to maintain the same level of fruitful, unguided exploration as humans.