The 2026 US Talent Report: Benchmarking America’s STEM Pipeline Amid the Great Talent Competition | Stanford HAI

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Universal Music Group has appointed Òscar Celma senior vice president of Applied AI and Machine Learning, adding an executive whose previous work at Spotify, Pandora and other technology companies has focused on music recommendation, personalization and data science. Celma’s appointment is effective immediately. He will help lead the development and application of artificial intelligence and

Concerns about artificial intelligence (AI) — its regulation, energy consumption, and production of misinformation — are under much active public debate.  Yet one area of concern has received relatively little attention: the treatment of the workers who generate, annotate, and evaluate the massive amounts of data that drive AI.  In his new book, “Platform Extractivism: Data