2 | Autonomous laboratories¶
Bottleneck¶
Assay/measurement reliability, robotics, contamination, semantics
Backchain¶
- Foundations I: W1 control, causal, metrology, optimization
- Foundations II: W2 electronics, robotics/manufacturing, chemistry/biology, safety
- Specialization: AI and autonomous science
First proof of work¶
Closed-loop simulated experiment system with calibration, negative results and stop conditions
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.