Core Properties
The foundational architectural principles, data standards, and operational guarantees that ensure Aevum Encyclopedia remains accurate, accessible, and academically rigorous at scale.
All content revisions are cryptographically hashed and version-controlled via a distributed ledger. Ensures complete auditability and tamper-proof historical records.
Content is structured using RDF/JSON-LD standards, enabling machine-readable relationships, cross-lingual mapping, and dynamic knowledge graph traversal.
Core content operates under CC BY-SA 4.0 with transparent commercial use tiers. Attribution tracking ensures creator recognition across all derivatives.
Translation memory and cultural localization pipelines ensure conceptual equivalence across 140+ languages, not just literal translation.
Multi-layer LLM verification with hallucination guards, source triangulation, and mandatory expert override for high-impact edits.
Reader anonymity by default, pseudonymous contribution verification, and full GDPR/CCPA compliance without tracking or behavioral profiling.
System Architecture
Aevum's infrastructure is built on a polyglot persistence model, separating concerns between semantic storage, content delivery, and verification layers.
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.
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 |