The Hidden Costs of Machine Learning: Technical Debt Accumulation

This 2014 article highlights the often-overlooked technical debt inherent in machine learning projects. It emphasizes the long-term costs associated with complex models, data dependencies, and the maintenance challenges they create.

• •Machine learning projects often accrue technical debt.
• •This debt arises from complex models and data dependencies.
• •Long-term maintenance and scaling of ML systems can be challenging.