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Level 3 of 4 · Intermediate
Work With AI
Designing tasks, providing useful context, conducting grounded research, verifying outputs, working with documents and media, and building repeatable workflows.
About 105 minutes
By the end of this level you should be able to
- Design AI tasks with clear goals, context, and constraints
- Ground research in sources and verify what AI produces
- Turn one-off prompts into repeatable, reviewable workflows
Lessons in this level
Lesson 1 of 6
Prompting Is Task Design
Designing AI tasks with clear goals, instructions, constraints, context, examples, and output formats.
About 15 minutesLesson 2 of 6
Context Engineering
Deciding what an AI system can see, and selecting the information that helps rather than distracts.
About 15 minutesLesson 3 of 6
Research, Search, and Grounding
Framing a research question, planning sources, and separating what evidence a system used from whether its answer actually follows from that evidence.
About 20 minutesLesson 4 of 6
Verification and Source Checking
Checking claims, quotations, citations, legal authorities, calculations, and source traceability in AI output.
About 15 minutesLesson 5 of 6
Working With Documents, Data, and Media
Practical and conceptual issues in using AI with documents, structured data, and media.
About 15 minutesLesson 6 of 6
Building Repeatable Workflows
Moving from one-off chats to repeatable processes using reusable instructions, projects, templates, skills, and human review.
About 25 minutes