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Local AI and the jungle of incomparable specs

AMD, Apple and NVIDIA all sell a 128 GB local-AI box. The TOPS numbers are not comparable. Bandwidth is. Netherlands prices, real decode speeds, what 70B at 512K actually costs in memory, and how Qwen3.8-27B changes the 4/8/16-bit trade-off.

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