Fresh concerns about AI bias in the age of COVID-19
Businesses facing unprecedented demands during the coronavirus pandemic have boosted their use of artificial intelligence in some of society's most sensitive areas. Why it matters: Algorithms and the data they rely on are prone to automating preexisting biases -- and are more likely to do so when they're rushed into the field without careful testing and review. The big picture: Beyond these examples, experts worry that the economy's sudden halt has driven resource-strapped companies and institutions to increasingly rely on algorithms to make decisions in housing, credit, employment and other areas. Between the lines: If you are going to use AI in making meaningful decisions, experts recommend making sure a diverse group of people is involved in reviewing everything from the algorithm design to the training data to the way the system will be deployed and evaluated. Yes, but: Hollister notes that adding humans to the mix isn't a cure-all, either, given that humans have plenty of bias as well.
Jun-16-2020, 04:37:08 GMT
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