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That’s… not how thinking models work. They tend to be iterative and serial, not parallel and then pick-one.


Parallel test time compute is exactly what SOTA models do, including Claude 4 Opus extended, o3 Pro, Grok 4 Heavy, and Gemini 2.5 Pro.




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