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I think that will be the hard part of productionizing these models. Some domains absolutely need high reliability, like AVs, and applying these ML models is fra
by Karrot_Kream 4y ago
I think that will be the hard part of productionizing these models. Some domains absolutely need high reliability, like AVs, and applying these ML models is fraught because of how imprecise their outputs are. Problem domains where unreliable results are useful either through human mitigation (e.g. expert search engines, customer service chatbots) or because they're just not that reliable anyway (like image generation) will be the domains where these models will have sticking power.