Regulatory Frameworks & Compliance

As a globally distributed knowledge platform, Aevum Encyclopedia processes sensitive academic data, powers AI-driven search and recommendation systems, and hosts user-generated scholarly content. To maintain trust and legal compliance across jurisdictions, we have established a comprehensive regulatory framework aligned with international best practices.

This document outlines our binding commitments, operational standards, and governance mechanisms. All contributors, enterprise partners, and third-party integrators are expected to adhere to these standards.

Data Privacy & Protection

Aevum treats user data with academic-grade confidentiality. Our privacy architecture is built around data minimization, purpose limitation, and user sovereignty.

• GDPR (EU/EEA): Full compliance with Articles 6–22, including lawful processing bases, data portability, and right to erasure.
• CCPA/CPRA (California): Transparent opt-out mechanisms, limited data sale/sharing, and enhanced consumer access rights.
• LGPD (Brazil) & PIPEDA (Canada): Regional data localization safeguards and cross-border transfer controls.
• Technical Safeguards: AES-256 encryption at rest, TLS 1.3 in transit, role-based access control (RBAC), and automated data retention policies (max 24 months for analytics, indefinite for encrypted backup per legal hold).

AI & Algorithmic Transparency

Our AI systems assist in semantic search, content summarization, cross-referencing, and recommendation. All models are developed under strict ethical and regulatory guardrails.

EU AI Act Alignment

Aevum classifies its AI components as High-Risk for content verification and Limited-Risk for search assistance. We maintain:

• Model cards detailing training data provenance, performance metrics, and known limitations
• Human-in-the-loop review for all automated editorial flags
• Regular bias auditing across gender, geography, language, and discipline
• Transparent disclosure when AI-assisted features are active

Algorithmic Accountability

Search ranking and recommendation algorithms are logged and version-controlled. We publish an annual Algorithmic Transparency Report detailing intervention rates, false-positive corrections, and user override mechanisms.

Editorial & Content Moderation Standards

Knowledge integrity is the core of Aevum. Our editorial framework balances open collaboration with academic rigor.

• Verification Pipeline: Every new or substantially edited article undergoes automated fact-checking, citation validation, and peer review by domain experts.
• Neutrality Policy: Content must maintain verifiable neutrality. Advocacy, unverified claims, and promotional material are automatically flagged for review.
• Copyright & Licensing: All original content is licensed under CC BY-SA 4.0. Third-party media requires explicit licensing or falls under fair use/fair dealing doctrine with attribution.
• Harm Reduction: Zero-tolerance for hate speech, defamation, or incitement. Moderation teams operate across 18 time zones with escalation protocols for sensitive topics.

Accessibility & Digital Inclusion

Knowledge must be accessible to all. Aevum complies with WCAG 2.2 Level AA across all web and mobile interfaces.

Key accessibility commitments include:

• Keyboard navigable interfaces with visible focus indicators
• Screen reader optimized semantic HTML and ARIA labels
• Dynamic font scaling and high-contrast/light mode toggles
• Alternative text for all infographics, charts, and historical imagery
• Audio transcription for video lectures and recorded expert interviews

Global Regulatory Alignment

Regional compliance adapters automatically adjust data routing, consent flows, and content filters based on user IP and account jurisdiction. Enterprise deployments can override defaults via contractual data residency clauses.

Auditing & Incident Response

Compliance is not static. Aevum maintains a continuous assurance program:

• Quarterly Internal Audits: Automated policy scans, access log reviews, and AI model drift detection
• Annual Third-Party Assessments: ISO 27001 & SOC 2 Type II certifications maintained via independent auditors
• Incident Response: 24/7 Security Operations Center (SOC) with 72-hour breach notification protocol per GDPR/CCPA. Post-incident reports published within 14 days for material events.
• Bug Bounty: Open security research program rewarding responsible disclosure of vulnerabilities