tractatus/src/controllers/media.controller.js
TheFlow b19f6de5c8 feat(cultural-sensitivity): implement Phase 1 - detection and flagging (inst_081)
Phase 1: Cultural Sensitivity Detection Layer
- Detects Western-centric framing (democracy, individual rights, freedom)
- Detects Indigenous exclusion (missing Te Tiriti, CARE principles)
- FLAGS for human review, never auto-blocks (preserves human agency)

Implementation:
- PluralisticDeliberationOrchestrator.assessCulturalSensitivity()
  - Pattern-based detection (Western-centric governance, Indigenous exclusion)
  - Risk levels: LOW, MEDIUM, HIGH
  - Recommended actions: APPROVE, SUGGEST_ADAPTATION, HUMAN_REVIEW
  - High-risk audiences: Non-Western countries (CN, RU, SA, IR, VN, TH, ID, MY, PH), Indigenous communities
  - Audit logging to MongoDB

- media.controller.js respondToInquiry()
  - Cultural check after ContentGovernanceChecker passes
  - Stores cultural_sensitivity in response metadata
  - Returns flag if HIGH risk (doesn't block, flags for review)

- blog.controller.js publishPost()
  - Cultural check after framework governance check
  - Stores cultural_sensitivity in moderation.cultural_sensitivity
  - Returns flag if HIGH risk (doesn't block, flags for review)

- MediaInquiry.model.js
  - Added country, cultural_context fields to contact
  - respond() method supports cultural_sensitivity in response metadata

Framework Integration:
- Dual-layer governance: Universal rules (ContentGovernanceChecker) + Cultural sensitivity (PluralisticDeliberationOrchestrator)
- inst_081 pluralism: Different value frameworks equally legitimate
- Human-in-the-loop: AI detects/suggests, human decides

Next: Phase 2 (UI/workflow), Phase 3 (learning/refinement)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-25 11:10:06 +13:00

541 lines
15 KiB
JavaScript

/**
* Media Inquiry Controller
* Press/media inquiry submission and AI triage
*/
const MediaInquiry = require('../models/MediaInquiry.model');
const ModerationQueue = require('../models/ModerationQueue.model');
const GovernanceLog = require('../models/GovernanceLog.model');
const BoundaryEnforcer = require('../services/BoundaryEnforcer.service');
const MediaTriageService = require('../services/MediaTriage.service');
const ContentGovernanceChecker = require('../services/ContentGovernanceChecker.service');
const PluralisticDeliberationOrchestrator = require('../services/PluralisticDeliberationOrchestrator.service');
const logger = require('../utils/logger.util');
/**
* Submit media inquiry (public)
* POST /api/media/inquiries
*
* Phase 1: Manual triage (no AI)
* Phase 2: Add AI triage with claudeAPI.triageMediaInquiry()
*/
async function submitInquiry(req, res) {
try {
const { contact, inquiry } = req.body;
// Validate required fields
if (!contact?.name || !contact?.email || !contact?.outlet) {
return res.status(400).json({
error: 'Bad Request',
message: 'Missing required contact information'
});
}
if (!inquiry?.subject || !inquiry?.message) {
return res.status(400).json({
error: 'Bad Request',
message: 'Missing required inquiry information'
});
}
logger.info(`Media inquiry submitted: ${contact.outlet} - ${inquiry.subject}`);
// Create inquiry (Phase 1: no AI triage yet)
const mediaInquiry = await MediaInquiry.create({
contact,
inquiry,
status: 'new',
ai_triage: {
urgency: 'medium', // Default, will be AI-assessed in Phase 2
topic_sensitivity: 'standard',
involves_values: false
}
});
// Add to moderation queue for human review
await ModerationQueue.create({
type: 'MEDIA_INQUIRY',
reference_collection: 'media_inquiries',
reference_id: mediaInquiry._id,
quadrant: 'OPERATIONAL',
data: {
contact,
inquiry
},
priority: 'medium',
status: 'PENDING_APPROVAL',
requires_human_approval: true,
human_required_reason: 'All media inquiries require human review and response'
});
logger.info(`Media inquiry created: ${mediaInquiry._id}`);
res.status(201).json({
success: true,
message: 'Thank you for your inquiry. We will review and respond shortly.',
inquiry_id: mediaInquiry._id,
governance: {
human_review: true,
note: 'All media inquiries are reviewed by humans before response'
}
});
} catch (error) {
logger.error('Submit inquiry error:', error);
res.status(500).json({
error: 'Internal Server Error',
message: 'An error occurred while submitting your inquiry'
});
}
}
/**
* List all media inquiries (admin)
* GET /api/media/inquiries?status=new
*/
async function listInquiries(req, res) {
try {
const { status = 'new', limit = 20, skip = 0 } = req.query;
const inquiries = await MediaInquiry.findByStatus(status, {
limit: parseInt(limit),
skip: parseInt(skip)
});
const total = await MediaInquiry.countByStatus(status);
res.json({
success: true,
status,
inquiries,
pagination: {
total,
limit: parseInt(limit),
skip: parseInt(skip),
hasMore: parseInt(skip) + inquiries.length < total
}
});
} catch (error) {
logger.error('List inquiries error:', error);
res.status(500).json({
error: 'Internal Server Error',
message: 'An error occurred'
});
}
}
/**
* List urgent media inquiries (admin)
* GET /api/media/inquiries/urgent
*/
async function listUrgentInquiries(req, res) {
try {
const { limit = 10 } = req.query;
const inquiries = await MediaInquiry.findUrgent({
limit: parseInt(limit)
});
res.json({
success: true,
count: inquiries.length,
inquiries
});
} catch (error) {
logger.error('List urgent inquiries error:', error);
res.status(500).json({
error: 'Internal Server Error',
message: 'An error occurred'
});
}
}
/**
* Get media inquiry by ID (admin)
* GET /api/media/inquiries/:id
*/
async function getInquiry(req, res) {
try {
const { id } = req.params;
const inquiry = await MediaInquiry.findById(id);
if (!inquiry) {
return res.status(404).json({
error: 'Not Found',
message: 'Media inquiry not found'
});
}
res.json({
success: true,
inquiry
});
} catch (error) {
logger.error('Get inquiry error:', error);
res.status(500).json({
error: 'Internal Server Error',
message: 'An error occurred'
});
}
}
/**
* Assign inquiry to user (admin)
* POST /api/media/inquiries/:id/assign
*/
async function assignInquiry(req, res) {
try {
const { id } = req.params;
const { user_id } = req.body;
const userId = user_id || req.user._id;
const success = await MediaInquiry.assign(id, userId);
if (!success) {
return res.status(404).json({
error: 'Not Found',
message: 'Media inquiry not found'
});
}
logger.info(`Media inquiry ${id} assigned to ${userId} by ${req.user.email}`);
res.json({
success: true,
message: 'Inquiry assigned successfully'
});
} catch (error) {
logger.error('Assign inquiry error:', error);
res.status(500).json({
error: 'Internal Server Error',
message: 'An error occurred'
});
}
}
/**
* Respond to inquiry (admin)
* POST /api/media/inquiries/:id/respond
*/
async function respondToInquiry(req, res) {
try {
const { id } = req.params;
const { content } = req.body;
if (!content) {
return res.status(400).json({
error: 'Bad Request',
message: 'Response content is required'
});
}
const inquiry = await MediaInquiry.findById(id);
if (!inquiry) {
return res.status(404).json({
error: 'Not Found',
message: 'Media inquiry not found'
});
}
// Framework governance check (inst_016, inst_017, inst_018, inst_079)
const governanceCheck = await ContentGovernanceChecker.scanContent(content, {
type: 'media_response',
context: {
inquiry_id: id,
outlet: inquiry.contact?.outlet,
responder: req.user.email
}
});
if (!governanceCheck.success) {
logger.warn(`Media response blocked due to governance violations`, {
inquiry_id: id,
violations: governanceCheck.violations,
responder: req.user.email
});
return res.status(400).json({
error: 'Governance Violations Detected',
message: 'Response content violates framework governance rules',
violations: governanceCheck.violations,
summary: governanceCheck.summary,
blocked_by: 'ContentGovernanceChecker'
});
}
// Cultural sensitivity check (inst_081 pluralism)
// Detects Western-centric framing, Indigenous exclusion for diverse audiences
// FLAGS for review, never blocks (human decides)
let culturalCheck = null;
let culturalReviewRequired = false;
if (inquiry.contact) {
culturalCheck = await PluralisticDeliberationOrchestrator.assessCulturalSensitivity(content, {
audience: {
country: inquiry.contact.country,
outlet: inquiry.contact.outlet,
cultural_context: inquiry.contact.cultural_context
},
content_type: 'media_response',
inquiry_id: id
});
if (culturalCheck.risk_level === 'HIGH') {
culturalReviewRequired = true;
logger.warn(`Media response flagged for cultural sensitivity review`, {
inquiry_id: id,
risk_level: culturalCheck.risk_level,
concerns_count: culturalCheck.concerns.length,
responder: req.user.email
});
}
}
const success = await MediaInquiry.respond(id, {
content,
responder: req.user.email,
governance_check: {
passed: true,
scanned_at: governanceCheck.scannedAt
},
cultural_sensitivity: culturalCheck ? {
risk_level: culturalCheck.risk_level,
concerns: culturalCheck.concerns,
suggestions: culturalCheck.suggestions,
recommended_action: culturalCheck.recommended_action,
checked_at: culturalCheck.timestamp
} : null
});
if (!success) {
return res.status(500).json({
error: 'Internal Server Error',
message: 'Failed to update inquiry'
});
}
logger.info(`Media inquiry ${id} responded to by ${req.user.email}`, {
governance_check_passed: true,
cultural_review_required: culturalReviewRequired
});
const response = {
success: true,
message: culturalReviewRequired
? 'Response recorded - FLAGGED for cultural sensitivity review'
: 'Response recorded successfully (framework check passed)',
note: 'Remember to send actual email to media contact separately',
governance: {
checked: true,
violations: 0
}
};
if (culturalCheck) {
response.cultural_sensitivity = {
risk_level: culturalCheck.risk_level,
review_required: culturalReviewRequired,
concerns_count: culturalCheck.concerns.length,
suggestions_count: culturalCheck.suggestions.length
};
// Include details if review required
if (culturalReviewRequired) {
response.cultural_sensitivity.concerns = culturalCheck.concerns;
response.cultural_sensitivity.suggestions = culturalCheck.suggestions;
response.cultural_sensitivity.note = 'Human review recommended before sending (inst_081 pluralism)';
}
}
res.json(response);
} catch (error) {
logger.error('Respond to inquiry error:', error);
res.status(500).json({
error: 'Internal Server Error',
message: 'An error occurred'
});
}
}
/**
* Delete media inquiry (admin)
* DELETE /api/media/inquiries/:id
*/
async function deleteInquiry(req, res) {
try {
const { id } = req.params;
const success = await MediaInquiry.delete(id);
if (!success) {
return res.status(404).json({
error: 'Not Found',
message: 'Media inquiry not found'
});
}
logger.info(`Media inquiry deleted: ${id} by ${req.user.email}`);
res.json({
success: true,
message: 'Inquiry deleted successfully'
});
} catch (error) {
logger.error('Delete inquiry error:', error);
res.status(500).json({
error: 'Internal Server Error',
message: 'An error occurred'
});
}
}
/**
* Run AI triage on inquiry (admin)
* POST /api/media/inquiries/:id/triage
*
* Demonstrates Tractatus dogfooding: AI assists, human decides
*/
async function triageInquiry(req, res) {
try {
const { id } = req.params;
const inquiry = await MediaInquiry.findById(id);
if (!inquiry) {
return res.status(404).json({
error: 'Not Found',
message: 'Media inquiry not found'
});
}
logger.info(`Running AI triage on inquiry ${id}`);
// Run AI triage (MediaTriage service handles all analysis)
const triageResult = await MediaTriageService.triageInquiry(inquiry);
// Update inquiry with triage results
await MediaInquiry.update(id, {
'ai_triage.urgency': triageResult.urgency,
'ai_triage.urgency_score': triageResult.urgency_score,
'ai_triage.urgency_reasoning': triageResult.urgency_reasoning,
'ai_triage.topic_sensitivity': triageResult.topic_sensitivity,
'ai_triage.sensitivity_reasoning': triageResult.sensitivity_reasoning,
'ai_triage.involves_values': triageResult.involves_values,
'ai_triage.values_reasoning': triageResult.values_reasoning,
'ai_triage.boundary_enforcement': triageResult.boundary_enforcement,
'ai_triage.suggested_response_time': triageResult.suggested_response_time,
'ai_triage.suggested_talking_points': triageResult.suggested_talking_points,
'ai_triage.draft_response': triageResult.draft_response,
'ai_triage.draft_response_reasoning': triageResult.draft_response_reasoning,
'ai_triage.triaged_at': triageResult.triaged_at,
'ai_triage.ai_model': triageResult.ai_model,
status: 'triaged'
});
// Log governance action
await GovernanceLog.create({
action: 'AI_TRIAGE',
entity_type: 'media_inquiry',
entity_id: id,
actor: req.user.email,
quadrant: triageResult.involves_values ? 'STRATEGIC' : 'OPERATIONAL',
tractatus_component: 'BoundaryEnforcer',
reasoning: triageResult.values_reasoning,
outcome: 'success',
metadata: {
urgency: triageResult.urgency,
urgency_score: triageResult.urgency_score,
involves_values: triageResult.involves_values,
boundary_enforced: triageResult.involves_values,
human_approval_required: true
}
});
logger.info(`AI triage complete for inquiry ${id}: urgency=${triageResult.urgency}, values=${triageResult.involves_values}`);
res.json({
success: true,
message: 'AI triage completed',
triage: triageResult,
governance: {
human_approval_required: true,
boundary_enforcer_active: triageResult.involves_values,
transparency_note: 'All AI reasoning is visible for human review'
}
});
} catch (error) {
logger.error('Triage inquiry error:', error);
res.status(500).json({
error: 'Internal Server Error',
message: 'AI triage failed',
details: error.message
});
}
}
/**
* Get triage statistics for public transparency
* GET /api/media/triage-stats
*/
async function getTriageStats(req, res) {
try {
// Get all triaged inquiries (public stats, no sensitive data)
const { getCollection } = require('../utils/db.util');
const collection = await getCollection('media_inquiries');
const inquiries = await collection.find({
'ai_triage.triaged_at': { $exists: true }
}).toArray();
const stats = await MediaTriageService.getTriageStats(inquiries);
// Add transparency metrics
const transparencyMetrics = {
...stats,
human_review_rate: '100%', // All inquiries require human review
ai_auto_response_rate: '0%', // No auto-responses allowed
boundary_enforcement_active: stats.boundary_enforcements > 0,
framework_compliance: {
human_approval_required: true,
ai_reasoning_transparent: true,
values_decisions_escalated: true
}
};
res.json({
success: true,
period: 'all_time',
statistics: transparencyMetrics,
note: 'All media inquiries require human review before response. AI assists with triage only.'
});
} catch (error) {
logger.error('Get triage stats error:', error);
res.status(500).json({
error: 'Internal Server Error',
message: 'Failed to retrieve statistics'
});
}
}
module.exports = {
submitInquiry,
listInquiries,
listUrgentInquiries,
getInquiry,
assignInquiry,
respondToInquiry,
deleteInquiry,
triageInquiry,
getTriageStats
};