Reasoning & Evaluation
24 min
Hidden Technical Debt, a Decade On: What Continuous Delivery for ML Actually Fixed
In 2015 a Google paper catalogued the ways machine learning systems rot, and a decade of MLOps tooling set out to pay that debt down. It paid down the debt that lives in pipelines and artefacts, and left the debt that lives in ju…