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Sakana AI's New "Fugu Ultra" Beats Claude Fable 5 (Sakana Fugu)

Sakana AI's new multi-agent orchestration system, Sakana Fugu, surpasses other closed-source models in benchmarks by dynamically orchestrating top models for complex tasks, offering two versions—Fugu for balanced performance and Fugu Ultra for high-quality answers on difficult problems.

MAIN POINTS FROM TRANSCRIPT
  1. Sakana Fugu is an LLM that orchestrates various models to handle complex multi-step tasks.
  2. Fugu Ultra outperforms other models like Fable 5 and GPT 5.5 in benchmarks such as LiveCodeBench.
  3. The system manages model selection, delegation, verification, and synthesis automatically.
  4. Fugu offers two models: Fugu for everyday tasks and Fugu Ultra for demanding tasks.
TAKEAWAYS
  1. Fugu dynamically selects and coordinates models, optimizing task completion by leveraging each model's strengths.
  2. It provides AI sovereignty by rerouting tasks if a model is unavailable due to export controls.
  3. Fugu's performance is validated through contamination-controlled benchmarks like LiveCodeBench.
  4. The system is suitable for AI research, cybersecurity analysis, and literature investigations.
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