essay · 2026-10-22

The fly brain lab

The FlyCircuit database clustering algorithm groups neurons by similarity and assembles them into functional modules, as described in the abstract: "165,122 neurons of a real fruit fly connectome wired to a physical fly body, with no controller written by anyone." This method mirrors her focus on revealing hidden patterns across diverse datasets, such as integrating multi‑LLM outputs. Testing it involved clustering unstructured text samples and measuring module coherence against known categories, achieving high fidelity results. The study also demonstrated that the same clustering approach reproduces a published fly brain model with a rate correlation of 0.9997, confirming its reliability for complex neural systems.

Sources

• FLYBRAIN
• Fruit Fly Brain AI Learns to play Resident Evil 2 DAY 12 - YouTube
• Reverse Engineering the Fly Brain Using FlyCircuit Database — 2024-07-05T01:00:59Z
• Simulating Alzheimer's amyloid-like pathology on a fly central nervous system connectome — 2026-10-13T20:19:01Z
• FLYNN: Robust Neural Network for Robot Navigation using Fly Brain Topology — 2026-06-21T02:41:31Z
• Fruit Fly Brain Observatory
• FlyWire
• The Fly Connectome Explorer