Why this program exists
AI literacy sits behind paywalls for most people who are not at well-funded institutions. Commercial training costs thousands of dollars per seat; conference content evaporates after the event; open-source equivalents are fragmented across repositories that busy people cannot curate. Pre-medical students, working clinicians, solo and small practices, developers moving into healthcare from non-medical backgrounds, and local community learners each need an on-ramp — and each has been under-served by the existing market.
Our approach
We publish open-licensed curricula, recorded talks, and practical tooling at each of those entry points. The Case-Based Clinical Microbiology curriculum is a 32-week detective-style course for pre-medical students; the Claude Code Practical Course teaches AI-assisted engineering to developers, including those launching small practices or entering healthcare; the My Daily Use of Claude Code keynote gives working clinicians a concrete look at an AI-augmented daily workflow; IRB in a Hurry shrinks the documentation overhead for small research groups. Every piece is released open-license, no paywall, and designed so another educator can run it without asking our permission.
What we ship
Four resources are already shipped and linked below, each with open-license source. In preparation is a track outline — Clinical AI for Practising Clinicians — that assembles the best of the existing materials into a physician-focused learning path. We publish the outline here first so clinician-educators and community instructors can shape it before the full lessons are written.
Who benefits
Pre-medical students using the microbiology curriculum, working clinicians adopting AI-augmented workflow from the keynote and track materials, developers launching small healthcare-focused practices via the practical course, and community learners who wanted a path into AI but never had one they could afford. The materials are used in classrooms, conferences, small-practice self-study, and community learning groups — beneficiaries outside our line of sight are exactly the ones the open license is designed to enable.
How to engage
Educators adopting any of the materials, clinicians requesting a speaker at a community event, or developers suggesting improvements are all welcome to reach out. Materials are version-controlled and improvements flow back to the source so every subsequent cohort benefits.
Outputs
Shipped(2)
Released under open license.
AI Hub ↗
Five-week in-person certificate program, AI in Production for Small Business, hosted on a partner campus in Middletown, NY — open application site with program structure, cohort timeline, and enrollment flow.
My Daily Use of Claude Code — a doctor's AI-augmented workflow ↗
Full recording of the keynote, illustrating concretely how a practicing clinician integrates Claude Code and AI agents into daily clinical and research work. Hosted on Google Drive; open for anyone with the link.
Work with us
We are always open to new collaborators and future supporters who share this program's public-benefit mission.