⚖️ Pro course · 8 lessons · Advanced
AI Safety & Professional Judgment
Classify risk, handle data safely, spot false confidence, and build team guardrails — not one lesson, a habit.
Every lesson below has a free preview. Pro unlocks the full lessons with live AI practice, quizzes, the coach, and spaced reviews.
1. The AI risk ladder
Low-risk language work differs from high-risk decisions about people, money, and law
2. Data classification before prompting
Decide what can be pasted, anonymized, summarized, or withheld
3. Hallucinations and false confidence
AI can sound certain while being wrong — tone is not evidence
4. Bias, fairness, and missing perspectives
Ask who may be harmed or overlooked before acting on AI output
5. Legal, medical, HR, and financial boundaries
AI can assist preparation but cannot replace accountable professionals
6. The human sign-off checklist
Build a short review process before using AI output on medium and high-risk tasks
7. Disclosure and audit trails
Some work needs transparency about AI use and traceability of decisions
8. Team rules for AI use
A simple one-page team policy beats vague fear or unlimited paste