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8 | Personal AI tutor

A | deployed / early deployment

Primary track: AI & autonomous science
Secondary: NEU

Bottleneck

Learning efficacy, calibration, motivation, incentives

Backchain

  • Foundations I: W1 probability, causal, optimization
  • Foundations II: W2 human physiology optional; safety/security
  • Specialization: AI & autonomous science

First proof of work

Tutor evaluated with target-trial design, subgroup/error and anti-cheating tests