Microsoft just unveiled a new AI chip, and it's a direct signal to Nvidia. The company plans to deploy potentially more than one million Maia 300 chips next year, making its own silicon the primary inference system for Microsoft products and services.

Here's why it matters: the biggest cloud companies want to rely less on Nvidia's GPUs. Microsoft says Maia 300 delivers about 40% more useful computing per megawatt than leading GPU-based systems.

The bigger signal: Microsoft expects more than $175 billion in capital spending this year. More in-house chips could change where that AI money goes.

Next up: Microsoft Ignite next month, where the company says it will share more details.

Microsoft is building its own path for AI computing. Ignite shows how far it plans to take it.

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