Sakana Fugu · O'Reilly This Week in AI

Slide 1: Sakana Fugu. O'Reilly

Slide 2: What is Fugu? A multi-agent system delivered as a single model. Coordinates and orchestrates many models. Delivers models via an API, not a harness

Slide 3: The Sakana Fugu homepage: one model to command them all

Slide 4: The Sakana console models page

Slide 5: This is confusing: Fugu coordinates models, one of those models is Fugu. It’s a recursive coordinator

Slide 6: Simplified architecture: Sakana Fugu orchestrating an LLM pool of open models and itself

Slide 7: The Trinity paper on arXiv: an evolved LLM coordinator

Slide 8: Architecture sketch of the Fugu pipeline

Slide 9: Short version. Query: user input. Coordinator: assembles a “mixture of experts”. Validator: validates output. Response: model output

Slide 10: Using Fugu: it’s a model, so don’t install it, call it. Three ways to use it

Slide 11: Using Fugu: API, OpenCode, Codex