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AI Failures

How AI breaks - and the engineering that prevents it. Real incidents and failure-rate data, each paired with the specific control that would have caught it.

All AI Failures AI Product Teardowns Signal / Noise Forecasts Field Notes
Abstract Waveo visual of data paths funneling down, most fading out and a few reaching one red success point - the AI project failure rateFlagship
AI Failures

The AI failure rate, decoded: what 95%, 80%, and 42% actually mean

The scary AI failure statistics are real, and almost none of it is the model's fault. What actually breaks, and what the 5% that works do differently.

WWaveo teamOct 13, 2026 · 6 min read Read the article
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