How these systems fail, in detail
Reported incidents taken apart properly — where the design broke, the numbers behind it, and what an audit would have looked for. Written to be checked, not to be agreed with.
01Where Otter.ai's Consent System Actually BreaksA consent pipeline that collects permission from one participant and records everyone.02Where Amazon Rekognition Actually Failed — And Why the Math Guaranteed It WouldWhy a 99%-accurate face match still puts innocent people in a line-up, with the arithmetic.03Every Country Wrong: What the State Department's AI-Generated Africa Map RevealsA generative tool used for a factual lookup, with no review gate before publication.04One Wrong Recommendation, 25 Acres GoneA year of correct answers taught a farmer to trust a model outside its grounded knowledge.05A Voice Isn't Just Words: The Case Behind the Fireflies.AI Biometric Privacy LawsuitA voiceprint is not a transcript, and the statistical difference is the whole case.