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1 | AI scientist / artificial scientific intelligence

B | active frontier

Primary track: AI & autonomous science
Secondary: ROB / MAT / BIO

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