Methods to understand
Split a complex task into independently verifiable steps: understand, plan, implement, check, and improve. Address one specific issue per iteration and keep before-and-after results to establish whether the change helped.
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 "Break down tasks and iterate". 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.