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First hands-on with Microsoft’s new Surface Laptop Ultra.Microsoft is clearly positioning this as a new class of creator and AI laptop, powered by new NVIDIA silicon with an RTX GPU built for local AI, creative workflows, and gaming.A few standout specs:-New NVIDIA chip with RTX GPU-Up to 1 petaflop of AI compute-Up to 128GB unified memory-15-inch mini-LED PixelSense Ultra touchscreen-3:2 aspect ratio-262 PPI-Up to 2,000 nits peak HDR brightness-Less than 18mm thick
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THIS TEENAGER PLUGGED 3X RTX 4090S INTO ONE MOTHERBOARD AND MADE $16,500/MONTH RUNNING LOCAL AGENTShosting large open-source models for client automations requires massive VRAM. Apple Silicon UMA and AMD Strix Halo are great, but multiple GPUs in a custom system change the math[ local hardware comparison breakdown ]:1. Mac Mini M4 runs background loops for $10/month in electricity but throttles on 70B models2. GMKtec EVO X2 with Strix Halo allocates 96GB VRAM but gets hot under sustained client
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