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Build a Practical AI Assistant
Level: Beginner8 lessons2 hr
Progress0/8 · 0%

Build and improve

Reduce errors and improve answers

Use evidence, constraints, and disciplined iteration to improve reliability.

Lesson time: 15 minutes

In this lesson

Source of truth

Define which data the assistant may rely on. When an answer is absent, it should say so rather than fill the gap with a guess.

Targeted correction

Change one cause at a time and record its effect. Many simultaneous edits make improvement or regression hard to explain.

Safe stopping

Teach the assistant to stop or request human review for high-impact decisions, low confidence, or conflicting sources.

Key takeaways

  • ✓Define the source of truth.
  • ✓Change one factor per experiment.
  • ✓Design a safe stopping path.

Practice now

Choose one test failure, write its likely cause, change one rule, and compare the before and after results.