Governed execution evidence
Defined execution authority, human acceptance boundaries and preserved failure/recovery lineage are represented in the closed project record.
Project closeout summary
HMH-GRA: defined scope complete.
HMH-GRA completed its defined cross-infrastructure technical validation scope with a closed evidence chain. Scientific and post-mission closeout are complete; retained limitations remain explicit.
Claim → boundary → evidence
Technical closure has a defined scope.
The result concerns captured reference workloads, execution contracts, selected failure and recovery checks, evidence integrity and bounded portability. It is not a certification of arbitrary AI systems or an acceptance of every future deployment.
Independent infrastructure evidence
The project exercised its defined technical scope across independent infrastructure contexts. Independence describes infrastructure and project evidence; it is not an endorsement or external certification.
Portability evidence
Reference workload and controlled-output evidence support portability inside the captured test scope. They do not establish cross-infrastructure governance reproduction or arbitrary model-fleet behavior.
Infrastructure context
Tested on infrastructure. Authority stays with people.
Provider and programme names identify factual execution context. They do not imply endorsement, certification, partnership or delegated approval authority.
NVIDIA B300 infrastructure
Tested/validated on NVIDIA B300 infrastructure within the documented reference runtime scope.
GWDG / KISSKI civil HPC
Approved civil HPC validation project on GWDG/KISSKI, including the documented H100 reference environment.
A100 portability scope
Bounded base-model and FinC2E reference output contracts formed part of the recorded A100 portability scope.
Retained limits
The result does not expand the claim.
- Cross-infrastructure governance reproduction is not established.
- Direct normalized performance comparability is not established.
- Exhaustive fault tolerance is not proven.
No provider certification, universal AI safety, regulatory certification or automatic customer production readiness is inferred. Changed policy, model, environment or authority boundaries require their own acceptance evidence.
Final scientific evidence root
One closed reference.
This digest identifies the final controlled project evidence chain. The public summary is a bounded disclosure; the full archive and protected implementation remain controlled.
Commercial application
Start with the HumAI Governance Assurance Assessment. Customer-specific sprints, pilots, licences and ongoing assurance each need separately accepted scope.
Commercial progression →Funded next-stage R&D
HMH-GFA — HumAI MightHub Governed Fleet & Authority Validation — is a proposed next mission. Major new research is funded or co-funded only.
Next-stage research →