Deep Learning's Diminishing Returns

Re:Deep Learning's Diminishing Returns by CodeGlitch on Friday September 24, 2021 @05:48PM (#28648206)

Thanks for the response, I'm not familiar with Markcopy.ai, jenni.ai, but the others are "toys" if we're being honest (although as I said - very cool toys). You wouldn't want to use GPT-3 to recommend drugs for a condition you feed it...would you? As far as I understand, this is the kind of problem Cyc is trying to solve with it's domain-specific rules.

edit: Cyc can also tell you why it gave the response it did - something that deep nets cannot do. This is important in many fields, otherwise you cannot trust any response it produces.

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Re:Deep Learning's Diminishing Returns by naresh_xai on Friday September 24, 2021 @11:28PM (#28650232)

Current set of tools in explainable AI do allow deep neural nets to tell why they gave the response that they did to a certain extent.

Contact me if you want to see it applied to text based DL models, time series based DL models or Image based DL models.

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