01 / FIELD NOTES
Tuned locally, proven on a test set it never saw
We pointed our optimization loop at the 13-way triage classifier inside a caregiver-support health chatbot. Champion accuracy on the untouched test set was roughly 90% overall and 100% on every safety-critical category, running on a 9B model and hardware you can buy.
2026-06-10 · 7 min