Strong model presentation can make nominal human oversight ineffective.
HUMAN OVERSIGHTAI GOVERNANCE & RISK
Automation Bias
Automation bias is the tendency to over-trust automated recommendations even when contradictory evidence exists.
The interface highlights evidence and alternative signals instead of presenting one recommendation as authoritative.
Does the UX encourage independent judgment?
REMEMBERHuman oversight must account for how humans actually behave.
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