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production AI failures

Articles and research notes tagged with the production AI failures keyphrase.

When the Model Is Wrong: Designing AI for the Failure You Know Is Coming
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When the Model Is Wrong: Designing AI for the Failure You Know Is Coming

A probabilistic system will be wrong in production. The Failure Ladder — prevent, detect, contain, recover, learn — designs the response, not just detection.

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