~/talk

AI and ML are changing traditional business

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Argues that data centers and cloud persist but their role shifts toward where compute and learning must live — often at the edge because cameras and sensors produce massive streams (transcript claims ~300 gigabits per camera). Describes a new server, UCS 480 ML, built with Nvidia GPUs and deployed with validated design guides across multiple boxes and sites, integrated and tested with PyTorch TensorFlow Anaconda plus Big Data partners like Cloudera and Hortonworks; marketing teams are already using these pipelines internally.

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