Journal Article

‘We have no idea how models will behave in production until production’: How engineers operationalize machine learning

Berkeley EECS associate professor and BESI Technology Network affiliate Aditya Parameswaran recently co-led a series of ethnographic engineers with machine learning engineers on how they manage the staggering challenge of operationalizing the deployment of these models. In this article, Parameswaran and his co-authors report on their results.