What are the ethical considerations in deploying Facial Recognition technologies?
Instruction: Discuss the ethical implications of facial recognition technologies and how they should be addressed.
Updated
Example Answer
I would begin with whether facial recognition is necessary and proportionate for the intended use, and consider less intrusive alternatives. Evaluate matching errors, demographic effects, attack risks and consequences of incorrect decisions. Clear notices, appropriate authorization, limited retention and secure handling matter, but consent or an audit alone does not establish legal compliance or fairness. Applicable requirements need jurisdiction-specific expert review, and results should be reported with their evaluation conditions and uncertainty.
Make it your own
Illustrative decision record: purpose and alternatives, affected population, error consequences, human review, complaint route and data lifecycle. Do not infer fairness from a diverse training set alone.
Why this works
This keeps measured performance and normative or legal judgments distinct. Follow-up: how could an accurate matcher still produce an inappropriate use of surveillance?
Sources: NIST biometric authentication requirements, NIST face-recognition demographic evaluations.