Subodh Jena
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Parallelizing LLM Calls: Sectioning and Voting

Mar 4, 2026·6 min·AI

Parallelizing LLM calls is not a single pattern. Sectioning runs different subtasks on the same input; voting runs the same task several times and aggregates. Choosing the wrong shape produces the wrong kind of improvement.

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