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#48 Machine Learning Security - Andy Smith
Machine Learning Street Talk (MLST)
Is There a Risk Management Process?
i love this concept of risk management, because it's the same framework we actually use for ai ethics, or for compliance and legalsd stuff like that. It's about having stake holders make an assessment about what the state of play is at a particular time. And i suppose you engage with a team would depend on their level of maturity. So if i were to design an m l devop system, there would be certain principles that it would need to abide by - such as ephemeral, stateless architecture. But one of the principal things is isolation. So i would have a separate dev and production environment. A lot of this is about kind of saying, how do we
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