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Hidden Technical Debt in Machine Learning Systems (2015) [pdf]
- earino 11y agoBetween this and google's "Machine Learning: The High Interest Credit Card of Technical Debt", I think they're trying to send us messages from the future about what happens when you build a company out of ML and don't fully account for the repercussions of creating systems sensitive to hard-to-measure software, systems, data generating process changes. It's a message I plan on heeding :)
- bytefactory 11y agoAre you talking about this paper: http://research.google.com/pubs/pub43146.html http://research.google.com/pubs/pub43146.html? It appears to be the same as the linked PDF.