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When Models Stop Listening: How Feature Collapse Quietly Erodes Machine Learning Systems
A was implemented, studied, and proved. It was right in its predictions, and its metrics were consistent. The logs were clean. Nevertheless, with time, there was a growing variety of minor complaints: edge...
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August 1, 2025
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