Microsoft says Maia 300 racks will hold 96 chips and use ~167 kW
Microsoft says Maia 300 racks will hold 96 chips and use ~167 kW of power and plans to roll out "multi-gigawatt deployments" of the chip starting next year
TL;DRMicrosoft's custom AI chip Maia 300 fits 96 units per rack, launching mass production next year.
Why it matters: Reduces reliance on Nvidia; could lower AI infrastructure costs and shift GPU market dynamics significantly.

Deploy decision models with llama.cpp on Amazon SageMaker AI
TL;DRAWS now lets you run llama.cpp models on SageMaker with structured decision outputs.

Run multi-node inference workloads using Ray LLM Deep Learning
TL;DRRay LLM containers let you split large model inference across multiple GPUs on Kubernetes.
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