BEDROCK · AI Foundations
Your expertise is the bedrock
AI tools come and go. Your expertise is permanent. Most AI courses start with the tools and hope you figure out how to apply them. This one starts with you — what you already know, made explicit, then amplified.
the power stack · build on bedrock, not sand
Scaled Impact
your quality × AI speed
↑ amplify
+ AI Tools
the amplification layer
↑ make transferable
Made Explicit
documented, transferable
↑ recognize
Your Expertise
domain knowledge · wisdom · judgment · standards
▼ this is the foundation everything else builds on
01
Five cognitive shifts, not five tips
1
Recognize and articulate your quality standards
Week 0 · Recognize Your ExpertiseNot:Learn to define requirements for AI.
Actually:You already know what excellent looks like. This is practicing naming it out loud.
2
Understand what complete communication requires
Week 1 · RCICENot:Learn a prompting formula.
Actually:All delegation — to an AI, a colleague, or a vendor — needs role, context, instructions, criteria, and examples.
3
Distinguish between teaching and testing
Week 2 · Examples & TestsNot:Add examples to prompts.
Actually:Examples show the pattern to follow. Tests verify understanding. That is how expertise transfers.
4
Invest in inputs, not clever wording
Week 3 · Context PacksNot:Find the magic prompt.
Actually:Quality comes from complete information. Your context pack — past work, voice, constraints, glossary — is your expertise made portable.
5
Think first-principles, not tool-specific
Week 4 · Tool IndependenceNot:Learn which AI tool to use.
Actually:Understand how these systems work at the foundation level, so you can adapt to any tool today or in the future.
Capstone — Your Expertise Codified
A one-page assistant onboarding sheet: an RCICE prompt, three example input-to-ideal-output pairs, an acceptance criteria checklist, and a plan-first preamble. Peer-reviewed for clarity, criteria quality, and transferability across tools.
Not a tool course. No workflow building. No paid tools. Rotate across free tools — Claude, ChatGPT, Gemini, Perplexity — to keep the thinking tool-agnostic, and capture everything in a living notebook. The shift is the deliverable. The tool is just where you practice it.
Build on bedrock, not sand.