AI tutors now explain introductory material patiently and infinitely, on demand. What remains valuable is mentorship, original research guidance, and the human relationship of a real academic advisor.
Combined with original scholarly contribution to a field, this keeps a human in the loop.
O*NET 30.3 occupation tasks plus the ILO 2025 exposure framework. Scores are directional estimates.
Read ILO research →