AI Risk, Security, and Regulation
A supplier’s email told the assistant to change the bank account, and it did. The approval screen showed twelve matched invoices, a total, and a button.
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High-Risk AI System
A screener that ranks applicants is high-risk. A tool that copies fields from a CV into a form may not be. The difference is a documented assessment.
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Automation Bias
The hundredth correct match makes the hundred-and-first easier to accept unread. No overrides is a reason to investigate; effective review may still agree with every correct result.
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High-Stakes Domains
Calling a system high-stakes is your own judgment about care. Being classified high-risk is someone else’s judgment with obligations attached.