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Facial recognition was proven for being biased against those with darker skin tones. AI units could be fewer correct for black individuals, as was the case in the development of the AI-based mostly pulse oximeter that overestimated blood oxygen levels in people with darker pores and skin, resulting in troubles with their hypoxia treatment.[forty on