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Digital Health & AI
Human Oversight of Clinical AI: Automation Bias and Safe Override
The skill of disagreeing with a machine that is usually right.
professional180 min6 lessons

What you'll learn
- Identify automation bias in a described clinical interaction
- Evaluate an AI recommendation against independent clinical reasoning
- Recognise conditions under which a model's performance is likely to fall
- Apply an override decision and document it defensibly
- Differentiate a one-off error from a systematic model failure
- Plan an escalation route for a suspected AI safety issue
Course content
6 modules · 6 lessons
1. What Oversight Actually Means
- What Oversight Actually MeansPreview30m
2. Automation Bias
- Automation Bias30m
3. Knowing the Tool's Boundaries
- Knowing the Tool's Boundaries30m
4. Maintaining Independent Reasoning
- Maintaining Independent Reasoning30m
5. Overriding Well
- Overriding Well30m
6. Escalating Systematic Failure
- Escalating Systematic Failure30m
