A Podkey summary of Coding Intelligence, Machine Learning & AI Group Lab, from WWDC 2026.
A lot of Apple’s latest AI story is less about flashy promises and more about the plumbing that makes real apps work. The big themes are portability, privacy, and evaluation: how to swap models without rewriting everything, how to manage tiny versus bigger context windows, and how to test these systems like actual software instead of wishful thinking. There’s also a very clear message here that local AI is graduating from demo status. Between on-device agents, MLX scaling across multiple Macs, and tools for UI testing and coding workflows, this is starting to look like a production stack, not a science fair project.
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