Maintenance
Status
How current the records are. Each record has a review interval, usually 90 days, and is flagged when overdue.
126 records
111 published · 15 drafts, 1 without recorded review
0 overdue reviews
Records past their review interval.
0 disputed
Assessments under formal dispute.
4 with open critical failures
A published failure that defeats the main claim under the stated threat model.
Open critical failures
- Operational useHardware-attested weight binding⚠
- Operational useTEE remote attestation for AI workloads⚠
- Research demoTraining-transcript verification (proof-of-learning)⚠
- Operational useTinfoil model identity (Modelwrap)⚠
Low-confidence assessments
Assessments held with low confidence. These most need checking by people who know the work.
- Research demoBandwidth limits and compartmentalization
- Research demoBounding unexplained information in outputs
- Operational useDeterministic and bit-exact inference
- ProposedProofs of useful work for capacity accounting
- Research demoSafeguard attestation
- Operational useSampled inference recomputation
- Research demoAttestable Audits
- ProposedAttestable zero-knowledge inference prover
- Research demoBatch-invariant inference kernels (Thinking Machines)
- Operational usePearl proof-of-useful-work blockchain
- ProposedRAND secure inference data center (SIDC) design
- Operational useTOPLOC
- Operational useVerde and RepOps (Gensyn)