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To create a more "inclusive" artificial intelligence, Facebook said it focused on three main aspects: user studies, algorithm development and system validation. Lade Obamehinti, head of technical strategy for the Facebook / AR / VR team, said on stage he noticed flaws in the system when she was using a pre-production version of the Portal Smart Camera. During a video call where she was telling a story, "She zoomed in on my white male colleague instead of me," she said.
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Obamehinti, an American of Nigerian descent, said that after considering the issue, she had discovered gaps in the representation in the smart camera of the portal powered by the AI, which could have led to a mediocre experience. And if it happened, there was a good chance that it happened to someone else who would become the owner of the product. Although humans can easily distinguish flesh tones, you have to learn the machines. This is why Facebook for example tests skin tones in different lighting conditions, and then transmits this information to the AI powering its services, including augmented reality experiments and the Portal camera.
Facebook says the goal is to ensure that artificial intelligence devices work the same way for everyone and, most importantly, to create a framework that is powerful enough to eliminate any bias in the world. its systems and offer the best possible personal experience. "We really need to understand our diverse product community and the most critical user issues when we work with AI," Obamehinti said. "Inclusive means to exclude no one."
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