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“Amazon is thrilled to establish a university hub at UT Austin,” said BA Winston, vice president of technology at Prime Video. “For years, our top scientists have been a resource to UT Austin graduate students, collaborating on topics such as developing objective machine learning models to predict perceptual video quality that drive smart compression and multimodal AI models that help ensure highest quality media playback experience at scale.”

Currently, local utilities in the U.S. generate 12 percent more energy than they anticipate needing. Otherwise, if they experience a brownout or blackout, utility companies face heavy penalties from the government. “Most of that extra energy is going to waste,” WNCG Prof. Brian Evans states. “If utility companies had access to better information, they could predict user demand and how it evolves over the day. They could reduce energy waste by around four-to-six percent.”