Can AI Algorithms be Biased?

Not matter how quickly artificial intelligence evolves, it can’t outpace the biases of its creators, humans. Microsoft Researcher Kate Crawford delivered an incredible speech on the subject, titled “The Trouble with Bias,” at Spain’s Neural Information Processing System Conference on Tuesday. Crawford discussed the different types of bias involved in computing. She specifically highlighted how machine learning might incorporate human biases like racial profiling, saying “instead of just thinking about machine learning contributing to decision making in, say, hiring or criminal justice, we also need to think about the role of machine learning in harmful representations of identity.”


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