Apple’s new desktop computers are designed specifically for local AI development (arstechnica.com)

Apple has introduced new versions of its desktop computers, the Mac mini and Mac Studio, which now feature advanced chips—the M6, Apple's first 2nm chip, and the M5 Ultra, the most powerful in the lineup. While the upgrades mainly focus on specifications rather than new features, Apple is emphasizing the machines' capabilities for local AI development and inference, marking a significant shift in their target use case. The popularity of these desktops for AI workloads surged after the release of macOS 26.2, which enhanced low-latency communication between devices using Thunderbolt 5, facilitating distributed AI inference. This announcement underscores Apple's commitment to the AI/ML community, providing a more accessible alternative to expensive specialized hardware for running large language models. By leveraging the M-series chips' unified memory architecture and the open-source MLX framework designed for machine learning, developers can now efficiently connect multiple Mac minis or Mac Studios to tackle complex AI tasks. This positions Apple as a competitive player in the local AI development space, reshaping how both hobbyists and professionals approach AI deployment without relying on typical high-end Nvidia GPU setups.