Courses

Fluency in AI Communication

Fluency in AI communication. How to talk to machines — and know when they're talking past you. Prompt engineering, model limitations, hallucination detection, and the rhetorical gap between human intent and machine output.

Causal Reasoning and World Modeling

AI finds correlations. Humans build causal models. Counterfactual thinking, interventionist reasoning, and the kind of "why" questions that statistical models cannot answer.

Ethical Play and Moral Imagination

Moral reasoning under uncertainty, value pluralism, and the limits of rule-based ethics. Developing the capacity for ethical judgment that cannot be reduced to optimization or alignment.

Creative Intelligence

Generative AI produces outputs. Humans produce meaning. Creative process, aesthetic judgment, conceptual blending, and the difference between novelty and genuine originality.

Embodied Teaching and Mentorship

Teaching is irreducibly human. Presence, improvisation, emotional attunement, and the embodied skills that make mentorship effective — none of which transfer to a language model.

Supervisory Intelligence

The five supervisory capacities: plausibility auditing, problem formulation, tool orchestration, interpretive judgment, and executive integration. The course that teaches you to conduct the orchestra, not play every instrument.

Experiential Learning Guide

A practitioner's guide for experiential learning. The full 18-chapter arc — from design failure diagnosis through the Sherpa infrastructure to domain field guides for co-op, study abroad, clinical, trades, and corporate early career programs.