multi-agent orchestration
4 published articles
AI Architecture
The Model Race Has a Second Track Now
Anthropic capping Claude Opus 5's cyber skills, Sakana's Fugu orchestrating model swarms, and Claude Code's new multi-model routing all point to the same shift: the next competitive edge in AI systems is orchestration, not just raw model size.
2026-07-28
AI economics
The Claude vs Fugu calculus: when a swarm beats a single model
Anthropic's Claude Opus 5 delivers near-flagship performance at half the token cost but intentionally caps cybersecurity capabilities. Sakana AI's Fugu platform orchestrates multiple open models to match frontier benchmarks. The decision hinges on task type, budget, and tolerance for complexity.
2026-07-27
Multi-agent orchestration
Nemotron meets Fugu: Sakana AI's bet that open models win as a swarm, not alone
Sakana AI integrates NVIDIA's Nemotron open model family into the Fugu multi-agent orchestration system. Fugu dynamically selects and combines specialized models. The collaboration aims to show that coordinated open models can match monolithic frontier systems.
2026-07-23
Cyber Defense
Sakana's new cyber agent matches frontier models but tells you not to trust it alone
Sakana AI released Fugu-Cyber, a multi-agent orchestration model matching frontier cyber models on benchmarks. The company argues raw model access alone cannot fix enterprise security without human expertise and verification workflows.
2026-07-21