Auditing AI Systems: A Comprehensive Framework

How to Audit AI Systems: The Framework" "You can't audit AI like traditional software.

Here's why." Traditional software audit? Pretty straightforward. Check the code,

test the functions, verify security. But AI systems? Totally different ball game.

They learn, they adapt, they make decisions you didn't explicitly program.

So how do you audit something that changes on its own?" The AI auditing framework has four

critical pillars. First, data quality. Is the training data accurate,

complete, unbiased? Second, algorithm transparency. Can you explain

how the AI makes decisions? Third, bias detection. Is the AI discriminating