Phase 2: Cultural Sensitivity Admin UI
- Display cultural sensitivity analysis results in admin interfaces
- Visual indicators for risk levels (LOW/MEDIUM/HIGH)
- Show concerns and suggested adaptations to human reviewers
- Human-in-the-loop workflow: AI flags, human decides
Implementation:
1. Media Inquiry Admin (public/js/admin/media-triage.js:435-503)
- Cultural Sensitivity Analysis section in inquiry details modal
- Shows risk level with color-coded badges (green/yellow/red)
- Lists cultural concerns with context
- Displays suggested adaptations
- Framework compliance note: "AI flags concerns but never blocks"
- Appears after response is created (response.cultural_sensitivity)
2. Blog Curation Admin (public/js/admin/blog-curation.js:371-398)
- Cultural risk badge in blog post queue list
- Color-coded by risk level (LOW=green, MEDIUM=yellow, HIGH=red)
- HIGH risk shows "⚠️ Human review recommended"
- Lists cultural concerns inline
- Shows count of suggested adaptations
- Appears after publish (moderation.cultural_sensitivity)
UI Features:
- 🌍 Cultural Sensitivity icon for visibility
- Risk-based color coding (traffic light pattern)
- Expandable concern details
- Suggested adaptations inline
- Timestamps for audit trail
- Non-blocking workflow (flags for review, doesn't prevent action)
Human Approval Workflow:
- Existing respond() API already stores cultural_sensitivity data
- Existing publish() API already stores cultural_sensitivity data
- UI displays flags and suggestions
- Human reviewer makes final decision (inst_081 pluralism)
- No new endpoints needed - workflow integrated into existing approval flow
Next: Deploy Phase 2, monitor Phase 3 daily reminders for learning/refinement
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Add cache: 'no-store' to all apiCall functions in admin JS files
- Prevents browser fetch cache from serving stale error responses
- Addresses submissions endpoint 500 errors that weren't appearing in server logs
- Killed duplicate server process (PID 1583625)
- Added debug logging to submissions controller
- Files modified: blog-validation.js, blog-curation.js, blog-curation-enhanced.js
- Create Economist SubmissionTracking package correctly:
* mainArticle = full blog post content
* coverLetter = 216-word SIR— letter
* Links to blog post via blogPostId
- Archive 'Letter to The Economist' from blog posts (it's the cover letter)
- Fix date display on article cards (use published_at)
- Target publication already displaying via blue badge
Database changes:
- Make blogPostId optional in SubmissionTracking model
- Economist package ID: 68fa85ae49d4900e7f2ecd83
- Le Monde package ID: 68fa2abd2e6acd5691932150
Next: Enhanced modal with tabs, validation, export
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
Framework Service Enhancements:
- ContextPressureMonitor: Enhanced statistics tracking and contextual adjustments
- InstructionPersistenceClassifier: Improved context integration and consistency
- MetacognitiveVerifier: Extended verification capabilities and logging
- All services: 182 unit tests passing
Admin Interface Improvements:
- Blog curation: Enhanced content management and validation
- Audit analytics: Improved analytics dashboard and reporting
- Dashboard: Updated metrics and visualizations
Documentation:
- Architectural overview: Improved markdown formatting for readability
- Added blank lines between sections for better structure
- Fixed table formatting for version history
All tests passing: Framework stable for deployment
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
Complete implementation of AI-assisted blog content generation with mandatory
human oversight and Tractatus framework compliance.
Features:
- BlogCuration.service.js: AI-powered blog post drafting
- Tractatus enforcement: inst_016, inst_017, inst_018 validation
- TRA-OPS-0002 compliance: AI suggests, human decides
- Admin UI: blog-curation.html with 3-tab interface
- API endpoints: draft-post, analyze-content, editorial-guidelines
- Moderation queue integration for human approval workflow
- Comprehensive test coverage: 26/26 tests passing (91.46% coverage)
Documentation:
- BLOG_CURATION_WORKFLOW.md: Complete workflow and API docs (608 lines)
- Editorial guidelines with forbidden patterns
- Troubleshooting and monitoring guidance
Boundary Checks:
- No fabricated statistics without sources (inst_016)
- No absolute guarantee terms: guarantee, 100%, never fails (inst_017)
- No unverified production-ready claims (inst_018)
- Mandatory human approval before publication
Integration:
- ClaudeAPI.service.js for content generation
- BoundaryEnforcer.service.js for governance checks
- ModerationQueue model for approval workflow
- GovernanceLog model for audit trail
Total Implementation: 2,215 lines of code
Status: Production ready
Phase 4 Week 1-2: Option C Complete
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
