Ongoing and published work on systems thinking, technical depth, interview evaluation, and learning design.
Technical Research · Working Note
An analysis of page replacement algorithms as decision-making systems rather than isolated heuristics.
Exam & Interview Research · Ongoing
Observed patterns in how examiner follow-up questions escalate depth during scientist interviews.
Learning Systems · Published
Principles used to design NN Cohorts as a thinking-first learning environment.