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" ... If that is the case, then the way companies use AI needs to change, in order to not only see better results but also to engender more trust in the people AI (and its mistakes) directly affects. “We're starting AI projects in the wrong place as organizations,” says Kanaan, “the reason we don’t trust AI is because it makes bad choices when it is put straight out into operations at misrepresentative levels in business… you need to start at the top of the chain with your subject matter experts, to eliminate minutiae from their life and show them patterns they have missed.” Because AI is best at revealing and analyzing trends in massive amounts of data, applying AI at the level of manual tasks is actually looking at things the wrong way round. “What you should look at is illuminating insights in data,” says Kanaan, “that is a good step towards building trust in AI because it's a better lens for using AI in general, and will lead to better results overall.” ... "
" ... It is not, in fact, accurate to announce, like the Boston Herald did, that, “Study says coronavirus pandemic drives women to drink.” And it is misrepresentative, in my opinion, to conclude, as RAND did, that, “Health systems may need to educate consumers through print or online media about increased alcohol use during the pandemic (italics mine).” ... "
" ... Not all personality tests are accurate. They can also be quite overwhelming for a professional who is passionate about working for you and concerned about selecting the wrong answer to an impossible question. They are at times misrepresentative and often cheat Family Offices out of finding exceptional talent. ... "