A new study replaces human users in Picbreeder with frontier vision-language models to test autonomous discovery. The team evaluated whether AI agents can generate a diverse, novel library of images without human guidance. Findings suggest current models struggle to replicate the fruitful, open-ended search patterns seen in human-driven interactive evolution.