Subodh Jena
BlogNotes

Blog

Writing

Life, tech, and everything in-between.

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.

Writing

BlogNotes

Work

ExperimentsPortfolio

Connect

AboutContact

© 2026 Subodh Jena

X (Twitter)GitHubLinkedIn