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Originally published November 17, 2015
Technical debt, referring to the compounding cost of changes to software architecture, can be especially challenging in machine learning systems.
D. Sculley is a software engineer at Google, focusing on machine learning, data mining, and information retrieval. He recently co-authored the paper Machine Learning: The High Interest Credit Card of Technical Debt.