A company's AI ethics policy requires that AI systems affecting individuals must be contestable. In practice, what does effective contestability require?
Select an answer to reveal the explanation.
Short Explanation
Contestability means you know when an AI-assisted decision affects you, get a meaningful explanation, and can use a real review process that can change the outcome. It does not mean every challenge automatically reverses the decision.
Full Explanation
Effective contestability requires a functioning pipeline: individuals must be informed that a decision was AI-assisted, receive meaningful explanations of the basis, and have access to a functioning process to challenge outcomes where challenges are considered and can change outcomes, not merely a nominal complaints channel. Automatic reversal of every challenged decision is overbroad because not every challenge must be reversed. Allowing individuals to modify personal data to change the outcome confuses contestability with rectification. Requiring a human-interpretable decision-tree architecture is not required.