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The author criticizes Frontier AI (GPT5.5 xHigh) for incorrectly suggesting Tensor Parallelism for a model that fits on a single GPU, and announces a planned shootout comparing several AI models (GPT5.5, Opus 4.8, Qwen variants, Nemotron) on a real-world problem.