Microsoft announced that its next-generation in-house AI inference chip, Maia 300, will be deployed at gigawatt scale in data centers in 2027, delivering about 40% higher token output per megawatt than mainstream GPU systems, and will prioritize internal AI services rather than renting out compute capacity.