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The recently announced (DIGITS) NVIDIA Blackwell 1 PFLOP ML device could be a halo product, a tech tool, or the forerunner of large model locally enabled appliances. The new 1 Petaflop device is relatively low-powered and potentially replaces 5 top-of-the-line consumer cards with a single hardback book-sized package. This is probably a 7-1 power reduction and 4-1 cost reduction for the same-sized models. It would be a huge step towards private local and personalized 100MB models locally with local personas and history and tight appliance-like integration with mainstream art, design, music, home automation, and fast high-powered assistant-like capabilities. Today the primary competitor is probably the $5000 Mac Studio. NVidia will have to partner and think differently to attack this mainstream market.