9 | AI physician / diagnostic copilot¶
Bottleneck¶
Calibration, workflow, liability, distribution shift
Backchain¶
- Foundations I: W1 probability, causal, metrology
- Foundations II: W2 physiology, safety/security
- Specialization: AI and autonomous science
First proof of work¶
Diagnostic model with base-rate/calibration/utility/shift audit
Connected study¶
Editorial study connections grounded in the existing technology bottlenecks and subject descriptions. Background is useful preparation, not a validated prerequisite or a complete technology curriculum.
Specific subject connections have not been mapped yet.