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A comment on Andrew Ng says AI has a proof-of-concept-to-production gap. Parent comment

Re:Andrew Ng says AI has a proof-of-concept-to-production gap by fighterpilot on Monday May 03, 2021 @07:49PM (#27032382)
This is good to have but it doesn't really address the problem of predictive accuracy in the presence of nonstationarity. The safeguards just help us switch off the model at the right time. We're still stuck with no capability in the new environment.
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Re:Andrew Ng says AI has a proof-of-concept-to-production gap by andy99 on Monday May 03, 2021 @09:06PM (#27032935)
I think knowing what you don't know is still a pretty big win. It can help people trust the models in cases they do work, and it can serve as a diagnostic for why it fails in certain circumstances.
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