All notable changes to the AI-Generated Content Integrity Framework (ACIF) will be documented in this file.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
1.0.0 — 2026-04-08
- Complete 41-page ACIF Framework PDF with Harmony Digital Consults branding
- Full Markdown version of the framework for easy reference and version control
- 10 framework sections covering scope, principles, risk classification, age bands, hallucination detection, verification pipeline, data privacy, governance, standards alignment, and implementation
- 3 appendices: Quick Reference Checklists, AI Content Registry Template, Glossary of Key Terms
- References section with clickable source URLs
- 4 Risk Tiers (Low, Medium, High, Critical) with defined gate requirements for each
- 6 Age Bands with vocabulary, theme, and complexity specifications per band
- Five-Gate Verification Pipeline: Pre-Delivery Screening, Factual Verification, Age-Appropriateness Review, Curriculum Alignment Check, Final Approval and Labelling
- FACT Hallucination Detection Method: Find, Assess, Cross-reference, Tag
- Hallucination Log specification for institutional tracking of AI errors
- AI Content Registry specification for approved content audit trails
- Governance structure: AI Content Integrity Committee (ACIC) with defined roles and responsibilities
- Escalation procedure for unresolvable verification issues
- NERDC 9-Year Basic Education Curriculum alignment matrix
- Nigeria Data Protection Act 2023 (NDPA) compliance mapping
- ISO/IEC 42001:2023 (AI Management Systems) clause mapping
- UNESCO Generative AI in Education (2023) principle alignment
- Dashboard with institution stats, pipeline visualisation, and quick actions
- Risk Tier Classifier — interactive 5-question questionnaire
- Five-Gate Verification Pipeline — sequential checklists with gate locking and reviewer sign-off
- Age-Appropriateness Checker — band selector with allowed/prohibited theme lists
- Hallucination Log — form, searchable table, summary analytics, CSV export
- Content Registry — filterable table with expandable detail view and CSV export
- localStorage persistence for all data
- Mobile-responsive design
- Harmony Digital Consults teal branding (#01696F)
- Comprehensive README with quick-start guides for schools and developers
- Implementation Guide (3-month rollout plan)
- FAQ for common adoption questions
- Glossary of key terms
- Contributing guidelines
- Code of Conduct (Contributor Covenant v2.1)
- Security policy
- GitHub Issue templates (bug report, feature request, framework feedback)
- Hallucination Log CSV template
- Content Registry CSV template
- AI Tool Assessment checklist (Markdown)
- Five-Gate Verification checklist (printable Markdown)
- Parental Communication letter template
- Igbo language translation of the framework
- Integration API specification for EdTech platforms
- Automated readability scoring in the web tool
- Print-friendly stylesheets for the web tool
- Additional age-band guidelines for Special Education Needs (SEN)