Sakana AI launches Fugu-Cyber security orchestrator

Orchestrating specialized expert models is proving to be a highly effective path to achieving frontier-level domain performance without the overhead of training massive monolithic networks.

* Target-driven orchestration allows smaller, specialized models to collectively outperform monolithic models on complex, multi-step tasks like security auditing.

* Cybersecurity is an ideal proving ground for multi-agent systems, as accuracy and thoroughness are prioritized over raw execution speed.

* The main bottleneck for systems like Fugu-Cyber remains the compound latency and cost of routing and verification across multiple model calls.