Machine Learning System

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For the first time, machine learning imitates the brain to process sounds, and can distinguish lyrics and song classifications

Machine learning systems are ubiquitous, such as software with music recommendation features. However, software engineers often don't know how these systems "think" or whether the internal workings of the software are similar to the human brain.

Technical debt in machine learning

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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