11Research

The papers behind
replayable trust.

Atlas is built on published research — provenance, audit, zero-knowledge, federation, memory and governance.

R+2
Open Provenance Standard
LIVE · Read →
Signed, portable provenance for any AI action.
R+3
Tamper-Evident Audit Lineage
LIVE · Read →
Merkle-chained audit trails, independently verifiable.
R+4
Zero-Knowledge Verification
PROTOTYPE · Read →
Selective, trustless verification without revealing the body.
FED
Federation Network
RESEARCH · Read →
Multi-issuer trust exchange and network effects.
GRPH
Trust Graph
RESEARCH · Read →
The graph structure of who trusted whom.
RPLY
Replay Engine
RESEARCH · Read →
Deterministic reconstruction of decision paths.
MEM
Sovereign Memory
RESEARCH · Read →
Portable, consented, cross-agent memory.
GOV
Governance & Oversight
RESEARCH · Read →
Verifiable pause and human-in-the-loop rails.