Resources

Free, practical material for using AI well — articles, guides, and cheat sheets. Course slides and lecture materials are shared directly with enrolled participants.

Articles

AI for ResearchersFrom Literature Search to Research WorkflowAI can speed up the mechanical middle of a literature review. It cannot verify a source for you. A workflow that keeps both intact.6 min read
AI AutomationWhere automation actually saves timeAutomation doesn't fix a broken process — it repeats it faster. A practical way to tell which tasks are actually worth automating.6 min read
AI for EducatorsAI in the classroom: what to allow, and whyThe question isn't whether to allow AI in an assignment — it's which skill the assignment is meant to build. A framework for deciding by objective, not by tool.6 min read
Prompt EngineeringPrompt engineering, in plain termsHow clear tasks, context, constraints, and output requirements help you get better results from AI.7 min read

Guides and downloads

Cheat sheet
Prompt template cheat sheet
A one-page version of the task, context, audience, constraints, output, and success checklist.
Coming soon
Guide
AI tools starter guide
The AI tools worth knowing first, what each is good at, and what to check before relying on it.
Coming soon

Lecture library

Slides, lecture recordings, and exercise files for each course are shared privately with enrolled participants, so they stay current and are not redistributed out of context.

Browse courses