Use when preparing an accepted MLSys paper for publication on proceedings.mlsys.org, covering de-anonymization of the research-track PDF, restoring company and repository identity, reconciling promised rebuttal edits, the reserved-ticket registration window for authors, and sequencing camera-ready work against the artifact-evaluation deadline.