Ecosystem role
Industry and research organizations
Contribute governed datasets and test claims on unseen engineering work.
Agent-assisted workflow
Version imports, detect contamination and run controlled knowledge evaluations.
Dataset lineageRights resultEvaluation manifest
This source-bounded directory is being assembled.
WorldIR will publish profiles only after provenance, rights and evidence-tier checks pass.