Using Deterministic Components for Machine Learning

When you try to use deterministic functions developed for software development to deal with these problistic components, theyres just as dissonants that things start to fall apart. A lot of the work floes that came out of this were centered around things that were very specific to machine learning needs. So i think it's great that we ah take a lot of the first principles from the sophoware world. Ah, but i'm glad there's not too much maybe ifr we ad this conversation two years ago, a, we would have been like thes,. There's too much ar there's too much force ing, trying to force traditional tools to do this.

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