AI capabilities and limitations

Understand → practice → verify.

Methods to understand

Models generate and transform content from the context they receive. Fluent language does not guarantee factual accuracy. Separate generated claims from verified facts. Use sources, tools, or tests to support factual, operational, and business conclusions.

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 "AI capabilities and limitations". 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.