The Artifacts Hub and Adoption Dashboard now track the curation and measurement of open-source AI assets. These tools provide a centralized view of how developers use and share models. Nathan Lambert aims to standardize ecosystem metrics. This provides researchers a concrete way to measure actual adoption rates instead of relying on vanity metrics.