AI Baseline

Tips for faster improvement

Based on patterns across thousands of assessments, here is what accelerates improvement most:

  1. 1Focus on one dimension at a time. Trying to improve everything at once dilutes effort.
  2. 2Practice with real tasks, not toy examples. The evaluator rewards practical, grounded knowledge.
  3. 3Teach someone else. Explaining AI concepts to a colleague forces you to clarify your own understanding.
  4. 4Read evaluator notes carefully. They often point to specific gaps that are quick to close.
  5. 5Use AI tools daily. Fluency comes from consistent practice, not cramming.

Most users who follow their learning plan see 1–2 point improvements per dimension within 2–4 weeks.