To guarantee reproducibility and peer accountability across all research activities, AIAC members ratified four cross-cutting councils. Each council is empowered to block pull requests and publication drafts that do not meet lab standards.
Ratified four cross-pod student councils (Systems & Infrastructure, ML Rigor, Research Ethics, and Documentation) to enforce engineering standards.