Apple’s AI server narrative is being framed around three points: M-series memory architecture, power efficiency, and privacy. The cited view highlights 512GB in a single 1.2TB/s memory pool as well-suited for sparse MoE decode workloads. The argument also claims Apple’s design can convert each provisioned watt into roughly 2–3 times more model memory than Nvidia’s DGX Station while remaining air-cooled, with power described as a key constraint. Apple’s privacy architecture is also cited as part of the appeal.