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Immutable Data Integrity

All content revisions are cryptographically hashed and version-controlled via a distributed ledger. Ensures complete auditability and tamper-proof historical records.

SHA-256 Git-backed Audit-ready
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Semantic Interlinking

Content is structured using RDF/JSON-LD standards, enabling machine-readable relationships, cross-lingual mapping, and dynamic knowledge graph traversal.

W3C Standard GraphDB Ontology
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Open Licensing Framework

Core content operates under CC BY-SA 4.0 with transparent commercial use tiers. Attribution tracking ensures creator recognition across all derivatives.

CC BY-SA 4.0 Attribution Commercial
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Multilingual Parity

Translation memory and cultural localization pipelines ensure conceptual equivalence across 140+ languages, not just literal translation.

BCP 47 MT + Human Review Localization
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AI-Assisted Curation

Multi-layer LLM verification with hallucination guards, source triangulation, and mandatory expert override for high-impact edits.

RAG Pipeline Expert Override Confidence Scoring
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Zero-Knowledge Privacy

Reader anonymity by default, pseudonymous contribution verification, and full GDPR/CCPA compliance without tracking or behavioral profiling.

GDPR Zero-Party Data E2E Encrypted

System Architecture

Aevum's infrastructure is built on a polyglot persistence model, separating concerns between semantic storage, content delivery, and verification layers.

# Core Property Validation Pipeline pipeline: "aevum.verify.v4" layers: ["hash_integrity", "semantic_parse", "ai_crossref", "expert_gate"] fallback: "quarantine" sls: "99.99%" audit_retention: 365 # days

Each property is enforced at ingestion, query, and storage levels. Failures trigger automatic quarantine and manual review workflows.

Decentralized Governance

Core properties are maintained by elected domain councils, open RFC processes, and transparent voting mechanisms. No single entity controls property definitions.

  • Domain Councils: Subject-matter experts vote on property modifications
  • RFC Process: All changes require public review periods (min. 14 days)
  • Slashing Mechanism: Malicious overrides result in reputation decay
  • Open Audits: Quarterly third-party verification reports published

Querying Core Properties

Access property metadata, compliance status, and architectural parameters via our GraphQL API.

query GetCoreProperties { coreProperties { id name status standard enforcement_level last_audited } }

Documentation & rate limits: /docs/api/properties

Compliance & Enforcement Matrix

Property Standard Enforcement Audit Cycle
Data Integrity W3C Verifiable Credentials Automated + Manual Continuous
Semantic Interlinking RDF/JSON-LD 1.1 Schema Validation Weekly
Licensing Framework CC BY-SA 4.0 Legal + Automated Quarterly
AI Curation NIST AI Risk Framework Confidence Thresholds Monthly
Privacy Compliance GDPR / CCPA / ISO 27701 Zero-Data Collection Bi-Annual