The Burstiness Engine

Release history

Keep the history. Identify the current paper.

Website release numbers identify site and reproducibility-package updates. They are not OpenReview manuscript revision numbers.

Current reference

v1.1.1 · LP4FM site and data update

Burstiness Was Measured Wrong, and Prompting Cannot Aim It

Current public manuscript: October 1, 2026. Site and data update: October 18, 2026. The PDF and displayed benchmark statistics remain the October 1 publication; camera-ready rescoring is pending.

Read the current paper · Camera-ready data update · Official version record

Website and reproducibility package release; not an OpenReview manuscript revision number

Earlier site releases

Archived publication and research snapshots.

Previous site release · v1.1.0

October 4, 2026

Align with the October 1 LP4FM manuscript, recover its submitted TeX source and dataset mirror, and document reproducibility coverage.

This archived site and reproducibility package refer to the same October 1 accepted LP4FM manuscript. Later site releases update data availability and provenance; they do not by themselves revise the paper.

Read the archived snapshot
Historical research · v1.0.0

June 21, 2026

Initial public release.

This earlier manuscript describes a different research scope and is not the accepted LP4FM paper. Its claims and plans are preserved as historical material.

Read the archived snapshot