Proposition 02 · Full-stack health loop
The first full-stack health closed loop (TCM modernisation + Western-medicine auditability)
Evidence provenance + individual state space + risk gating — fused into one.
01
Five-stage closed loop
Evidence → risk → boundary → execution → replay. Five stages closed end-to-end, no blind spots.
- 01Capture — multi-source evidence entering a controlled environment (EHR / FHIR / wearables / consultation / knowledge base)
- 02Assess — risk localisation and uncertainty calibration inside the state space
- 03Decide — recommendation that has cleared the Boundary Gate
- 04Intervene — execute, with double-layer disclaimer injection and complete audit fields
- 05Follow up — rebuild the reasoning chain from logs, reproducible to field-level
02
Moat
Evidence provenance + individual state space + risk gating — fused. Western labs have no TCM corpora, no audit culture, no path into China's regulatory context. Those three gaps cannot be closed with money in one or two years.
03
First battlefield
TCM syndrome differentiation + rehabilitation robotics. We do not build surgical robots and we do not build delivery robots — see the 9 hard boundaries on the Robotics page.
Continue with the other propositions
Proposition 01
"I don't know"
Scale players promise "bigger means more accurate". We promise "we know where we are not accurate, and we report it."
Read the propositionProposition 03
A brain that says "No"
Refusal is not silent striking. It is collaboration with an auditable account.
Read the propositionProposition 04
Research = the moat
Base models are swappable; the "Genmount OS layer" is not. That is why the scale camp burns capital and we don't — and why we move across industries.
Read the proposition