Institutional history
The Lab is in an early institutional build-out phase in 2026. Public infrastructure already includes a release registry, publication registry, project registry, provenance standards, validation rules, procurement intelligence, a price-observatory release candidate, a developing AI × Labor panel and a reproducibility workshop programme. Early-stage status is disclosed rather than disguised with inflated team, partner or impact claims.
Leadership
Layan Oraidi is Founder and Research Director. The current public people register also preserves several advisory roles as vacant until appointments are explicitly accepted.
Legal status
No separate legal-entity status is asserted on this website unless and until a public legal record is available. The Lab currently describes itself as an independent research initiative.
Contact
The monitored public contact route is listed on Work with us. A domain mailbox will be published only after it is verified end-to-end.
Research independence
Commissioning or funding does not change evidence classifications, correction requirements or validation thresholds. See Funding & Independence and Research Governance.