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Scenario: Duncan + Dotter Design, an architectural firm based in New York City, was founded by John Raymond. As part of its digital transformation, the company is transitioning its systems to Microsoft Azure. John has instructed the IT Director to commission an Azure project involving a supervised machine learning model. However, the model perfectly predicts training data but fails when tested on new data. Question: What is the likely cause of this issue in the machine learning model’s performance?