The Runtime Legitimacy Problem
Modern AI and autonomous agent systems generate decisions at machine speed. These decisions may have regulatory, financial, or safety consequences. Every existing agent framework — LangChain, AutoGen, CrewAI, Microsoft Semantic Kernel — delegates authority implicitly, through environment variables, API keys, or runtime role assignments that are neither signed by the delegating principal nor verifiable by a third party.
This produces three structural failure categories:
OMNIX solves all three: explicit signed delegation (ATF), session legitimacy scoring (CES), and immutable evidence archive (EAP). Every component is formally specified, invariant-governed, and post-quantum hardened.
Architecture Overview
OMNIX organizes governance into six layers. Authority propagates downward from a human root. Evidence flows upward, cryptographically signed at every layer. Click any layer for details.
Agent Trust Fabric (ATF)
The Agent Trust Fabric is the formal delegation and identity layer. Specified in RFC-ATF-1 (May 2026, DOI: 10.5281/zenodo.20155016).
Agent Identity Record (AIR)
Every agent must have an AIR — a PQC-signed document binding a unique AID-{DOMAIN}-{16HEX} identifier to an authority budget and Dilithium-3 public key. Tier-1 principals (human operators) have budget = 100.0. Every delegation step can only reduce the budget.
Delegation Receipt (DR)
Every authority transfer produces a Delegation Receipt — a PQC-signed artifact recording the exact budget transferred, task scope, delegator identity, and chain root. DRs form a directed acyclic graph (the Trust Lattice) with chain_root_id tracing back to the human Tier-1 principal.
ATF-INV-001: Monotonic Authority Reduction (MAR)
budget_granted ≤ budget_delegator — enforced at every delegation step.Authority can only decrease through the chain. No agent may possess or exercise authority exceeding what was explicitly delegated. This invariant is formally model-checked in TLA+ and verified by the conformance test suite (V-ATF-001-N tests the violation case).
Registration Tiers
| Tier | Max Budget | Description |
|---|---|---|
| TIER-1 | 100.0 | Human operator, full authority, chain root |
| TIER-2 | 80.0 | Operational agent, direct delegation from human |
| TIER-3 | 50.0 | Supervised agent, default authority |
| TIER-4 | 20.0 | Read-only agent, minimal scope |
Runtime Continuity & CES
Specified in RFC-ATF-2 (SSRN: 6763978). The Continuity Eligibility Score measures session legitimacy in real-time before every execution decision.
The CES formula is fixed by RGC-INV-001 — it cannot be changed by configuration or runtime parameters. This is a protocol invariant, not an operational setting.
Continuity Status Stages
| CES Range | Status | Action |
|---|---|---|
| ≥ 75 | NOMINAL | Continue execution normally |
| 50 – 74 | MONITORING | Increase sampling frequency |
| 25 – 49 | WARNING | Alert operator, reduce scope |
| 10 – 24 | CRITICAL | Require reauthorization |
| < 10 | HALT | Immediate cessation — RGC-INV-003 |
Evidence Archive Pipeline (EAP)
Specified in RFC-ATF-3. The EAP provides forensic-grade chain of custody from genesis event to permanent cold storage, with cryptographic linkage between every tier.
Redis/DB
Real-time access
90 days SLA
Compressed store
Hours access
1 year retention
Merkle-chained
Days access
7 year retention
OEP bundles
Regulator delivery
Indefinite
Each transition between tiers is governed by invariants (ELR-INV-001–004). Evidence classes include: Delegation Events, Runtime Snapshots, Execution Decisions, Policy Changes, and Security Events. Every ARCHIVE block carries a root Merkle hash covering all HOT evidence that entered it — EAP-INV-005 (Merkle Completeness).
OMNIX Evidence Package (OEP)
The terminal artifact of the EAP — a self-contained, cryptographically sealed bundle that enables full chain reconstruction years after the originating system is decommissioned. OEP packages are signed with the platform's ML-DSA-65 key and include the public key for verification. OEP-INV-001 through OEP-INV-006 govern package integrity, self-containment, and two-plane verification independence.
Post-Quantum Cryptography
ATF is PQC-first by protocol invariant (ATF-INV-002). All receipts — DR, TAR, RCR, OEP — are signed with ML-DSA-65 (Dilithium-3), the NIST FIPS 204 post-quantum digital signature standard.
Why PQC now?
"Harvest now, decrypt later" attacks mean that data signed today with classical algorithms (RSA, ECDSA) may be forged retroactively once quantum computers mature. ATF receipts are designed to be verifiable for years — potentially decades — after issuance. ML-DSA-65 provides 128-bit post-quantum security, ensuring chain integrity against future quantum adversaries.
Implementations claiming ATF-INV-002 compliance must use ML-DSA-65 or a NIST-approved PQC equivalent. Classical signature algorithms are explicitly rejected.
40 Formal Invariants
Every invariant is formally specified in the RFC stack and covered by the conformance test suite. Invariants are grouped by family; colors indicate the RFC/layer each family belongs to.
| ID | Name | RFC / Layer |
|---|---|---|
| ATF-INV-001ATF | Monotonic Authority Reduction (MAR) | RFC-ATF-1 §7.1 |
| ATF-INV-002ATF | Receipt Signing — ML-DSA-65 required | RFC-ATF-1 §7.2 |
| ATF-INV-003ATF | Chain Root Traceability — TIER-1 human root | RFC-ATF-1 §7.3 |
| ATF-INV-004ATF | Budget Ceiling — granted ≤ delegator budget | RFC-ATF-1 §7.4 |
| ATF-INV-005ATF | Receipt Immutability — SHA-256 content hash | RFC-ATF-1 §7.5 |
| ATF-INV-006ATF | Independent Verifiability — no platform access needed | RFC-ATF-1 §7.6 |
| RGC-INV-001RGC | CES Formula Fixed — T×0.30+B×0.30+D×0.20+I×0.20 | RFC-ATF-2 §5.1 |
| RGC-INV-002RGC | RCR Chain Integrity — predecessor linkage | RFC-ATF-2 §5.2 |
| RGC-INV-003RGC | HALT Protocol — CES < 10.0 → immediate cessation | RFC-ATF-2 §5.3 |
| RGC-INV-004RGC | Escalation Event Integrity | RFC-ATF-2 §5.4 |
| RGC-INV-005RGC | Authority Fragmentation Guard (AFG) | RFC-ATF-2 §5.5 |
| RGC-INV-006RGC | Reauthorization Challenge Integrity | RFC-ATF-2 §5.6 |
| RGC-INV-007RGC | Threshold Immutability — thresholds not runtime-configurable | RFC-ATF-2 §5.7 |
| RGC-INV-008RGC | TAR Anchor — every RCR anchored to admission TAR | RFC-ATF-2 §5.8 |
| GPIL-INV-001GPIL | Cryptographic Interoperability — shared PQC primitives | RFC-ATF-3 §4.1 |
| GPIL-INV-002GPIL | Protocol Interoperability — wire format compatibility | RFC-ATF-3 §4.2 |
| GPIL-INV-003GPIL | Governance Policy Divergence Sovereignty | RFC-ATF-3 §4.3 |
| ELR-INV-001ELR | Evidence Class Assignment Immutability | RFC-ATF-3 §5.1 |
| ELR-INV-002ELR | Lifecycle Tier Ordering (HOT→WARM→COLD only) | RFC-ATF-3 §5.2 |
| ELR-INV-003ELR | Retention Threshold Immutability | RFC-ATF-3 §5.3 |
| ELR-INV-004ELR | Tier Transition Cryptographic Proof | RFC-ATF-3 §5.4 |
| EAP-INV-001EAP | Archive Append-Only — no deletion or modification | RFC-ATF-3 §6.1 |
| EAP-INV-002EAP | Cross-Block Hash Continuity | RFC-ATF-3 §6.2 |
| EAP-INV-003EAP | Block Signing — PQC signature on every archive block | RFC-ATF-3 §6.3 |
| EAP-INV-004EAP | Temporal Monotonicity — timestamps strictly increasing | RFC-ATF-3 §6.4 |
| EAP-INV-005EAP | Merkle Completeness — root covers all HOT evidence | RFC-ATF-3 §6.5 |
| EAP-INV-006EAP | Archive Block Finality — finalized blocks are immutable | RFC-ATF-3 §6.6 |
| EAP-INV-007EAP | Evidence Chain of Custody Completeness | RFC-ATF-3 §6.7 |
| OEP-INV-001OEP | Package Integrity — root signature covers all components | RFC-ATF-3 §7.1 |
| OEP-INV-002OEP | Self-Containment — all verification material included | RFC-ATF-3 §7.2 |
| OEP-INV-003OEP | Chain of Custody Completeness in OEP | RFC-ATF-3 §7.3 |
| OEP-INV-004OEP | Package Immutability after issuance | RFC-ATF-3 §7.4 |
| OEP-INV-005OEP | Temporal Admissibility of Bundled Evidence | RFC-ATF-3 §7.5 |
| OEP-INV-006OEP | Key Isolation — platform key not embedded in package | RFC-ATF-3 §7.6 |
| FEA-INV-001FEA | RBAC Export Gate — authenticated export only | RFC-ATF-3 §8.1 |
| FEA-INV-002FEA | Export Audit Trail — every export logged | RFC-ATF-3 §8.2 |
| FEA-INV-003FEA | Key Isolation in Export Operations | RFC-ATF-3 §8.3 |
| FEA-INV-004FEA | Export Scope Binding — OEP tied to authorization | RFC-ATF-3 §8.4 |
| FEA-INV-005FEA | Caller Key Isolation — platform keys not exported | RFC-ATF-3 §8.5 |
| FVP-INV-007FVP | Two-Plane Verification Independence | RFC-ATF-3 §9.1 |
Regulatory Alignment
ATF is designed to meet the auditability and accountability requirements of the regulatory frameworks most relevant to regulated AI deployments.
- Art. 9 Risk management — MAR invariant provides bounded authority
- Art. 13 Transparency — DR chain enables human-readable authority trace
- Art. 17 Quality management — EAP provides forensic audit trail
- Art. 61 Post-market monitoring — OEP enables long-term evidence retention
- Annex IV Technical documentation — full receipt stack satisfies
- GOVERN 1.1 — ATF establishes formal authority boundaries
- MAP 2.3 — Trust Lattice maps all agent relationships
- MEASURE 2.5 — CES provides continuous runtime legitimacy metric
- MANAGE 2.4 — HALT protocol enforces automated governance response
- GOVERN 6.1 — GPIL enables cross-runtime policy alignment
- DFSA MKT 2.3 — AI trading decisions traceable to human principal
- DFSA AMI — MAR invariant prevents unauthorized scope expansion
- ADGM FinTech — OEP bundles satisfy long-term evidence requirements
- UAE AI Strategy 2031 — ATF provides auditable foundation for AI deployment
Verification Claims
Every technical claim in this whitepaper is backed by a specific test or formal specification. The following table maps claims to evidence.
| Claim | Evidence | Test / Spec |
|---|---|---|
| MAR invariant enforced at delegation | Conformance vector V-ATF-001-N rejects budget_granted > budget_delegator | test_conformance_vectors.py |
| CES formula is fixed (RGC-INV-001) | Tampered CES rejected by conformance verifier | V-RGC-002-N |
| HALT at CES < 10 (RGC-INV-003) | Unit test confirms cessation trigger | test_rcr_halt_protocol |
| Content hash verified offline | SHA-256 recomputation without platform access | test_atf_conformance.py |
| OEP package self-contained | OEP bundle verifier requires only public key | test_oep_package_verification |
| EAP tier ordering enforced (ELR-INV-002) | HOT→COLD transition tested; COLD→HOT rejected | test_eap_extended_audit.py |
| PQC signatures on all receipts | Missing pqc_signature field causes conformance failure | V-ATF-002-N |
| GPIL supports 3 interoperability levels | Policy registry and CRGC tests passing | test_governance_integrity.py |
pytest tests/ -v.References
| Reference | Title | DOI / SSRN |
|---|---|---|
| [RFC-ATF-1] | Agent Trust Fabric Delegation Protocol, v1.0.0 | DOI: 10.5281/zenodo.20155016 · SSRN: 6757339 |
| [RFC-ATF-2] | Runtime Governance Continuity Protocol, v1.0.0 | SSRN: 6763978 |
| [RFC-ATF-3] | Evidence Lifecycle, Policy Interoperability & Forensic Verification | Zenodo: pending |
| [FIPS-204] | Module-Lattice-Based Digital Signature Standard (ML-DSA) | NIST FIPS 204 |
| [TLA+] | ATF Formal Specification, 5 model-checked properties | GitHub: atf-protocol-standard |
| [EU-AIA] | EU AI Act, Regulation (EU) 2024/1689 | OJ L, 2024 |
| [NIST-RMF] | NIST AI Risk Management Framework (AI RMF 1.0) | NIST AI 100-1 |
OMNIX QUANTUM LTD · Harold Nunes, Editor
United Arab Emirates / United Kingdom · standards@omnixquantum.com
Protocol website: costenho19.github.io/atf-protocol-standard
License: CC BY 4.0 · © 2026 OMNIX QUANTUM LTD