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Sakana AI

2 synchronized stories carry this tag.

Sakana releases Fugu Max and Fugu Ultra v2 orchestration models

Sakana AI released Fugu Max and Fugu Ultra v2 through its OpenAI-compatible API. The systems dynamically coordinate pools of open and specialist models: Max targets cost efficiency at $2 per million input tokens and $6 per million output tokens, while Ultra v2 targets harder multi-step work at $5 and $30 respectively, with higher rates above 272,000 tokens.

Why it matters: The product makes a multi-model agent team look like one model endpoint. That can simplify integration and reduce dependence on a single upstream provider, but it also moves routing, delegation, data exposure, latency and failure recovery behind an…

Read storyOriginal source · sakana.ai

Darwin Gödel Machine evolves its own coding agent

Sakana AI and University of British Columbia researchers released a coding agent that modifies its own Python code, evaluates descendants and preserves a diverse archive of prior variants. Reported SWE-bench performance rose from 20 percent to 50 percent during the research run.

Why it matters: Agent scaffolds can become objects of automated search, making evaluation design and containment as important as the underlying model.

Read storyOriginal source · sakana.ai