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Feedback Loop

Feedback Loop

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Technical debt in machine learning
machine learning correction cascade feedback loop machine learning model machine learning system

When the machine learning model no longer continues to learn, and you finally patch the output of the machine learning model, a correction cascade is generated. As the patch builds up, you end up creating a thick layer of heuristics on top of the machine learning model called the correction cascade.

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