Sakana AI· Sakana modelsDeveloper tool

ShinkaEvolve: Evolving New Algorithms with LLMs, Orders of Magnitude More Efficiently

Sakana AI introduces ShinkaEvolve, an open-source evolutionary code optimization framework that uses LLMs to discover new algorithms with state-of-the-art performance and unprecedented sample efficiency, tested across four domains including circle packing, math reasoning, competitive programming, and MoE training.

From the source

ShinkaEvolve is an open-source framework (Apache 2.0 License) designed from the ground up to tackle the critical limitations of existing approaches

sakana.ai

Announced

24 Sep 2025 15:00 UTC

Detected

28 Aug 2026 21:48 UTC (+338d after)

License