Methods to understand
Turn a vague goal such as learning AI into a specific outcome, such as building a sourced knowledge-base application in four weeks. List the prerequisites and plan one demonstrable result each week.
Apply the method to a scenario
Goal: complete a clearly scoped work task using AI. Input: public, task-relevant material. Acceptance: verifiable results and explicitly marked unknowns.
Practice task
Choose a case related to your work and practice "Plan your learning journey". Submit inputs, steps, results, and verification records.
- Explain the task goal and inputs
- Provide actual results or runnable deliverables
- Identify errors, limits, and verification evidence
Saving a record documents your practice. It does not automatically grant certification.