Fugu
5 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
AI Coding Tools
Claude Code can now route to a whole school of models
Sakana AI's Fugu multi-agent system gains a Claude Code interface, allowing developers to orchestrate a pool of specialized models from within Anthropic's closed-source coding environment. The integration highlights a broader shift: model routing is becoming a platform feature, not a user concern.
2026-07-26
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
Model Orchestration
The model choice is now the router's problem, not yours
Sakana AI's Fugu routes each task to a specialized model behind a single API, promising less integration overhead and better cost-performance. It lands in a fast-forming category where the model itself is becoming an implementation detail.
2026-07-18