1 | AI scientist / artificial scientific intelligence¶
Bottleneck¶
Scientific validity, evaluation, tool reliability, verification
Backchain¶
- Foundations I: W1 proof, probability, causal, scientific computing, optimization, metrology
- Foundations II: W2 safety + domain substrate
- Specialization: AI & autonomous science
First proof of work¶
Reproduce one agentic-science result and force every claim to executable evidence