Courses
Outcome-based professional courses that develop capabilities, not just knowledge. You finish each course able to DO something professionally valuable that you could not do reliably before.
AI can explain anything. We teach you to implement, verify, and decide — through structured methodology and realistic practice.
Why pay to learn when AI can teach for free?
Capability, not information
Every course produces observable professional capability and a useful artifact. Not hours of video — structured practice with assessment.
AI-durable methodology
We teach judgment and methodology that become MORE valuable as AI improves — not tool tutorials that become obsolete.
Practice-based learning
Learn → See → Do → Check → Improve → Apply. Every module includes exercises with rubrics, not passive video consumption.
Bring your own AI
Works with ChatGPT, Claude, Gemini, or any capable model. No API costs, no platform lock-in. Use your own AI account.
Professional assets included
Templates, worksheets, reference cards, and rubrics you keep using long after completing the course.
Capstone with rubric
Every substantial course includes a capstone project producing a real professional artifact, assessed against a published rubric.
Available Courses
Verify AI-Generated Research Before You Publish
Systematically verify AI-generated content using professional methodology — and produce a defensible verification report.
$199
Personal
- 8 observable learning outcomes — not vague "understand AI"
- 7 hands-on exercises with rubrics and reference answers
- 4 realistic practice scenarios with planted fabrications
- Capstone: verify a real document from your own work
- 6 fabrication categories, weighted confidence scoring, adversarial review
- "Without AI" assessment moment — prove genuine capability
Companion to: AI Research Verification System ($99) — the complete verification methodology with scoring spreadsheets, evidence matrices, and report templates.