$Apple(AAPL)$  The Mac Studio Ultra is quietly turning into a serious machine for local AI work. Traditional GPUs cap you at 16GB–24GB of VRAM, but Apple's Unified Memory Architecture lets the system use up to 512GB of system RAM as VRAM with 1.2 TB/s bandwidth. That means traders and developers can run large frontier LLMs, advanced order flow algorithms, and multi-agent AI systems entirely on-device, offline, and with full data privacy. No cloud subscription fees, no API token costs, nothing leaving the desktop. Local AI infrastructure is shaping up to be a real structural moat for Apple Silicon.

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