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I even hear people pitching ML for applications where determinism and explainability aren’t optional, like regulatory and financial reporting for a financial in
by cm2187 5y ago
I even hear people pitching ML for applications where determinism and explainability aren’t optional, like regulatory and financial reporting for a financial institution.
- tomrod 5y agoTo be fair, explainability is still a hot topic of research, as well as discriminatory bias tradeoffs.
- MikeDelta 5y agoIndeed! Regulatory reporting is clearly defined, i.e., what needs to be reported and how. Yet I see groups trying to use ML to determine what to report, which makes me think they don't fully understand the topic they are working on.