Sakana AI
15 published articles
Biologically plausible AI's hidden warning
The CIFAR-10 ablation that should make every AI researcher rethink their benchmarks
Sakana AI's Error Diffusion scales brain-like, backprop-free learning to CIFAR-10 and RL. The catch is in the ablation tables: which design choices matter reverses entirely between benchmarks, and the cost of Dale's principle grows with task difficulty.
2026-07-19
Picbreeder revived with VLM agents
When AI agents rebuilt the internet's most creative experiment, they hit a wall humans never see
Sakana AI, MIT and NYU recreated Picbreeder with VLM agents to study open-ended creativity. The agents became trapped in repeating motifs, unable to make the conceptual leaps humans manage. Diverse personalities helped, but the gap between artificial and human creativity remains unexplained.
2026-07-19
Model Orchestration
The model choice is now the router's problem, not yours
Sakana AI's Fugu routes each task to a specialized model behind a single API, promising less integration overhead and better cost-performance. It lands in a fast-forming category where the model itself is becoming an implementation detail.
2026-07-18