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Dummy calculations aren't even needed, if you allow the LLMs to pre-compute on the given context before inference:

https://arxiv.org/abs/2504.13171

It should be noted that this type of inference is less useful on time-sensitive tasks, but most tasks truthfully don't require such time sensitivity (there exists slack time between when the task is given & when questions are asked).

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