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SovereignStack

OASA Compatible RFCs Conformance Architecture License

The Sovereign Intelligence Network — A distributed operating system for intelligence.

Architecture Diagram

SovereignStack is a protocol stack and runtime that treats intelligence itself as a networked resource. It is to autonomous intelligence what TCP/IP is to data networking.

1970s → ARPANET          (packet switching)
1990s → Internet         (global connectivity)
2000s → Cloud            (elastic compute)
2020s → AI Platforms     (model serving)
2030s → Sovereign Intelligence Networks (SovereignStack)

Design Principles

Every SovereignStack object is:

  1. Identifiable — has a unique URI
  2. Addressable — resolvable across the network
  3. Discoverable — findable via capability/semantic search
  4. Verifiable — cryptographically signed, with provenance
  5. Portable — movable across nodes and jurisdictions
  6. Federatable — shareable across sovereign boundaries
  7. Auditable — full history and reasoning trail

Universal Addressing

agent://researcher-1            # Agent identity
session://abc123                # Session
artifact://def456               # Produced artifact
memory://xyz789                 # Memory object
reason://decision-42            # Reasoning chain
knowledge://physics/newton      # Knowledge object
capability://legal-review       # Skill/capability
workflow://contract-analysis    # Workflow definition
contract://task-88              # Agent contract
org://acme                      # Organization
robot://drone-12                # Physical device
policy://gdpr-eu                # Governance policy
tel://zcube-a/evt-001           # Telemetry event (RFC-0033)
kv://zcube-a/gpu-003/session-a  # KV cache object (RFC-0034)
gateway://eu-frankfurt          # Federation gateway (RFC-0035)
mem://zcube-a/gpu-003/hbm       # Memory pool (RFC-0036)
profile://zcube-standard-v1     # Cluster profile (RFC-0037)

Architecture

ss-kernel
 ├── Identity        (UAI, SIG, trust, reputation)
 ├── Capabilities    (registry, discovery, routing)
 ├── Messaging       (event bus, streams)
 ├── Memory          (tiered: session → civilizational)
 ├── Scheduling      (compute placement, model selection)
 ├── Federation      (sovereign routing, replication)
 ├── Governance      (policies, jurisdiction, compliance)
 └── Provenance      (lineage, evidence, audit)

Core Features & Services

Alongside the core Rust primitives, SovereignStack implements a suite of Python-based microservices providing production-ready infrastructure:

  • OASA API Gateway: Secure, OpenAI-compatible entry point enforcing Data Loss Prevention (DLP), Strict Compliance Locking, and SPIFFE workload identity validation.
  • Federation Relay & Sync Engine: Decentralized node synchronization utilizing advanced Conflict-Free Replicated Data Types (CRDTs) to ensure eventual consistency across sovereign boundaries.
  • Merkle Audit Log: Cryptographically verifiable, append-only event stream providing a tamper-proof provenance trail for all system operations.
  • Predictive Scheduler: Autonomous operational controller employing exponential smoothing models to predict compute load and proactively scale resources.
  • Weight Federation: Secure registration and sharding of model weights across distributed nodes for collaborative inference.

Repository Structure

SovereignStack/
├── ss-kernel/        # Core kernel (identity, resolver, eventbus, registry, capability, policy)
├── ss-core/          # Shared types, URI parsing, errors
├── ss-crypto/        # Ed25519 signing, hashing
├── ss-identity/      # Universal Agent Identity
├── ss-capability/    # Capability declaration & matching
├── ss-eventbus/      # Event sourcing infrastructure
├── ss-cas/           # Content-addressed storage
├── ss-federation/    # Sovereign routing & discovery
├── ss-runtime/       # Multi-model execution runtime
├── ss-memory/        # Tiered memory subsystem (Planned)
├── ss-sessiond/      # Session lifecycle daemon
├── ss-scheduler/     # Compute placement (Planned)
├── ss-swarm/         # Multi-agent coordination (Planned)
├── ss-reason/        # Reasoning object store (Planned)
├── ss-kas/           # Knowledge addressing system (Planned)
├── ss-sig/           # Sovereign identity graph (Planned)
├── ss-trust/         # Trust framework (Planned)
├── ss-reputation/    # Reputation scoring (Planned)
├── ss-policy/        # Governance & jurisdiction (Planned)
├── ss-provenance/    # Computational lineage (Planned)
├── ss-twin/          # Digital twin framework
├── ss-device/        # Reality interface layer (Planned)
├── ss-economy/       # Resource markets (Planned)
├── ss-sip/           # Sovereign Intelligence Protocol (Planned)
├── reference-node/   # Minimal reference node binary
├── conformance/      # Conformance test suites & profiles
├── rfcs/             # Protocol specifications (RFC-0001–0010)
├── docs/
│   ├── architecture/ # 10-page architecture breakdown
│   └── architecture/diagrams/ # SVG architecture diagrams
├── tests/            # Conformance test suite
├── examples/         # Reference implementations
└── playground/       # Try-it-now deployment

Standards Ecosystem

SovereignStack is governed by a formal standards framework:

Document Description
STANDARDS.md Root standards framework — 6 layers
OBJECT_MODEL.md Universal object model with cryptographic signatures
URI_STANDARD.md URI scheme registry & resolution rules
TRUST_MODEL.md Capability-based zero-trust security
SECURITY.md Threat model & incident response
CONFORMANCE.md 3-tier certification program & badges
CERTIFICATION.md Badge levels, colors, shapes, materials
PROTOCOL_REGISTRY.md 7 protocols with lifecycle management
REFERENCE_IMPLEMENTATIONS.md 13 core subsystems + 3 language bindings
ROADMAP-2035.md 10-year vision through Sovereign Intelligence Internet

RFCs

RFC Title Status
RFC-0001 Sovereign Object Model Draft
RFC-0002 URI Standard + ABNF Grammar Draft
RFC-0003 Trust Graph Draft
RFC-0004 Capability Registry Draft
RFC-0005 Knowledge Objects Draft
RFC-0006 Reasoning Objects Draft
RFC-0007 Event Bus Draft
RFC-0008 Federation Routing Draft
RFC-0009 Session Lifecycle Draft
RFC-0010 Conformance Framework Draft
RFC-0030 Network Topology Awareness Draft
RFC-0031 KV Locality Scheduling Draft
RFC-0032 AI Fabric Protocol Draft

Getting Started

Prerequisites

Build

cargo build --workspace

Test

cargo test --workspace

License

Apache-2.0 OR MIT (dual-licensed)

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**Open Architecture Specification for Autonomous and Sovereign AI (OASA)**

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