What kinds of approaches may be taken to counteract the inherent bias in the systems that make up artificial intelligence? Which methods may be used to significantly cut down on bias?

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What kinds of approaches may be taken to counteract the inherent bias in the systems that make up artificial intelligence? Which methods may be used to significantly cut down on bias?

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