A new study replicates Picbreeder by replacing human users with frontier vision-language models. The team tested whether AI agents can autonomously generate a diverse library of novel images through interactive evolution. Results suggest current models struggle to match human-driven open-ended search. This highlights a persistent gap in autonomous creative discovery.