Guided reading

Learning paths

Short, ordered sequences. A path becomes public only when its steps point at reviewed, published articles.

Beginner

AI Foundations for Beginners

Build a clear mental model of modern AI, from tokens and attention to training, hallucinations and context windows.

Beginner to intermediate

Learn a practical progression from role and few-shot prompts to structured outputs, verification and multi-step prompt chains.

Practical

Apply AI to research, documents and meetings using repeatable processes that preserve evidence, privacy and human judgement.

Advanced

Explore reasoning patterns, tool use, agent design and the limits that matter when building more capable AI workflows.