Words their way word sorts beginning6/24/2023 ![]() ![]() This is the type of quandary that bedevils the artificial intelligence community, and increasingly the rest of us - and tackling it will be a lot tougher than just designing a better search engine.Ĭomputer scientists are used to thinking about “bias” in terms of its statistical meaning: A program for making predictions is biased if it’s consistently wrong in one direction or another. (Sort of like our world.) Should you design your search engine so that it accurately mirrors that reality, yielding images of man after man after man when a user types in “CEO”? Or, since that risks reinforcing gender stereotypes that help keep women out of the C-suite, should you create a search engine that deliberately shows a more balanced mix, even if it’s not a mix that reflects reality as it is today? You’re a great computer scientist, and this is basic stuff! But say you live in a world where 90 percent of CEOs are male. On a technical level, that’s a piece of cake. Your company wants you to design a search engine that will show users a bunch of pictures corresponding to their keywords - something akin to Google Images. Imagine that you’re a computer scientist.
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