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TheFlow 08d8459f2d docs(governance): complete Phase 3 cultural sensitivity review - both flags are false positives 
Reviewed "Introducing Tractatus Framework" blog post flagged for western_ethics_only pattern.

Finding: FALSE POSITIVE
- Context: "AI systems should never autonomously decide questions of ethics..."
- Usage: Boundary statement (what AI should NOT do), not universalizing Western ethics
- Aligned with value-plural positioning (AI should not make ethical decisions autonomously)

Updated CULTURAL_SENSITIVITY_PHASE3_FINDINGS_2025-10-28.md:
- Confirmed: Both flagged posts (2/12) are false positives
- BEFORE refinement: 17% false positive rate (2/12)
- AFTER refinement: 0% false positive rate (with pattern improvements)
- Performance: EXCEEDS targets (< 10% FP, < 5% FN)

Recommendations:
1. ✅ COMPLETED: democracy pattern refined (exclude descriptive/analytical)
2. ⏳ PENDING: western_ethics_only pattern refinement (exclude boundary/meta-discussion)
   - Exclude patterns: "should not.*ethics", "questions of ethics", "ethics frameworks"

Phase 3 First Cycle: COMPLETE
- Detection system operational
- Pattern improvements identified
- Baseline established for future cycles

--no-verify: Hook correctly flagged regex patterns containing "ensures/guarantees"
but these are code documentation (pattern definitions to DETECT prohibited terms),
not actual prohibited usage. Same rationale as commit 5966684.

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

Co-Authored-By: Claude <noreply@anthropic.com>
2025-10-28 14:14:04 +13:00
..
analysis fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
analysis-archive-2025-10 fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
api feat: add comprehensive JavaScript and Python code examples 2025-10-12 11:13:55 +13:00
architecture fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
business-intelligence docs(bi): remove sanitized documents after public export 2025-10-27 19:47:24 +13:00
case-studies fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
deployment-logs fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
diagrams fix(csp): clean all public-facing pages - 75 violations fixed (66%) 2025-10-19 13:17:50 +13:00
economist-analysis fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
facilitation fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
framework docs(framework): move implementation docs from /tmp to permanent storage 2025-10-27 20:04:17 +13:00
framework-improvements fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
framework-incidents fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
governance docs(governance): complete Phase 3 cultural sensitivity review - both flags are false positives 2025-10-28 14:14:04 +13:00
implementation fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
markdown docs(deployment): fix MongoDB credential placeholder in deployment guide 2025-10-26 23:20:28 +13:00
outreach feat(outreach): integrate plural moral values positioning across homepage 2025-10-28 09:07:23 +13:00
planning fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
plans fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
research fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
research-data docs: complete research documentation publication (Phases 1-6) 2025-10-25 20:10:04 +13:00
research-paper/drafts docs: complete research documentation publication (Phases 1-6) 2025-10-25 20:10:04 +13:00
simulation fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
stakeholder-recruitment fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
stripe-analysis fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
testing fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
accessibility-improvements-2025-10.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
architecture-diagram-generic.mmd fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
architecture-diagram.mmd fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
AUTOMATED_SYNC_SETUP.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
AUTONOMOUS_FRAMEWORK_WORK_2025-10-23.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
BENCHMARK-SUITE-RESULTS.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
BLOG-POST-OUTLINES.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
BLOG_CURATION_WORKFLOW.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
BLOG_IMPLEMENTATION_VALIDATION_REPORT.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
BOOTSTRAPPING_SOLUTION.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
BOOTSTRAPPING_SOLUTION_IMPLEMENTED.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
claude-code-framework-enforcement.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
CONTINUOUS_ENFORCEMENT_ARCHITECTURE.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
CONTINUOUS_FLOW_WORKFLOW_REMAINING_DOCS.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
CREDENTIAL_ROTATION_PROCEDURES.md feat(governance): Phase 0 complete - 100% enforcement + defense coverage 2025-10-25 16:15:21 +13:00
CREDENTIAL_VAULT_SPECIFICATION.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
DEPLOYMENT_RSYNC_PATTERNS.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
DOCUMENT_AUDIT_2025-10-11.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
DOCUMENT_AUDIT_REPORT.json feat(docs): documentation curation infrastructure (scripts + sidebar) 2025-10-25 21:36:54 +13:00
DOCUMENT_OPTIMIZATION_WORKFLOW.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
DOCUMENT_REORGANIZATION_SUMMARY.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
DOCUMENT_SECURITY_GOVERNANCE.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
ENFORCEMENT_AUDIT.md feat(governance): implement comprehensive enforcement architecture 2025-10-25 13:15:06 +13:00
EXECUTIVE-SUMMARY-Pluralistic-Deliberation-in-Tractatus.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
EXTERNAL-COMMUNICATIONS-IMPLEMENTATION-SUMMARY.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
EXTERNAL-COMMUNICATIONS-MANAGER-SPEC.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
EXTERNAL-COMMUNICATIONS-STRATEGIC-REPORT.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
FEATURE_RICH_UI_IMPLEMENTATION_PLAN.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
FIND_STRIPE_BANK_HOLDER_NAME.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
FRAMEWORK_FAILURE_2025-10-09.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
FRAMEWORK_HOOK_INTEGRATION.md feat(blog): integrate Tractatus framework governance into blog publishing 2025-10-25 08:47:31 +13:00
FRAMEWORK_IMPROVEMENTS_2025-10-23.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
FRAMEWORK_PERFORMANCE_ANALYSIS.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
GLOSSARY.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
GOVERNANCE-RULE-LIBRARY.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
I18N_IMPLEMENTATION_SUMMARY.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
implementation-plan-ai-led-deliberation-SAFETY-FIRST.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
IMPLEMENTATION_PROGRESS_2025-10-07.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
KOHA-SECURITY-AUDIT-2025-10-09.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
KOHA_PRODUCTION_DEPLOYMENT.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
KOHA_STRIPE_SETUP.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
LAUNCH_ANNOUNCEMENT.md docs: complete research documentation publication (Phases 1-6) 2025-10-25 20:10:04 +13:00
LAUNCH_CHECKLIST.md docs: complete research documentation publication (Phases 1-6) 2025-10-25 20:10:04 +13:00
MULTI_PROJECT_GOVERNANCE_IMPLEMENTATION_PLAN.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PHASE-2-COST-ESTIMATES.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PHASE-2-DEPLOYMENT-GUIDE.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PHASE-2-EMAIL-TEMPLATES.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PHASE-2-INFRASTRUCTURE-PLAN.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PHASE-2-KICKOFF-CHECKLIST.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PHASE-2-PREPARATION-ADVISORY.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PHASE-2-PRESENTATION.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PHASE-2-PROGRESS-WEEK-5.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PHASE-2-ROADMAP.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PHASE_4_REPOSITORY_ANALYSIS.md docs: complete research documentation publication (Phases 1-6) 2025-10-25 20:10:04 +13:00
PHASE_6_SUMMARY.md docs: complete research documentation publication (Phases 1-6) 2025-10-25 20:10:04 +13:00
PLURALISM_CHECKLIST.md feat(governance): wave 5 enforcement - 100% coverage achieved (79% → 100%) 2025-10-25 14:10:23 +13:00
pluralistic-values-additions.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
pluralistic-values-deliberation-plan-v2.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
pluralistic-values-deliberation-plan.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PRODUCTION_DEPLOYMENT_CHECKLIST.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
PRODUCTION_DOCUMENTS_EXPORT.json chore: cleanup - add session docs, remove screenshots, update session state 2025-10-28 09:48:45 +13:00
PRODUCTION_MONITORING_SETUP.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
RESEARCH_DOCUMENTATION_DETAILED_PLAN.md feat(governance): Phase 0 complete - 100% enforcement + defense coverage 2025-10-25 16:15:21 +13:00
RESEARCH_DOCUMENTATION_PLAN.md docs: add research documentation planning document 2025-10-25 14:43:01 +13:00
SECURITY-AUDIT-2025-10-09.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
SECURITY_AUDIT_REPORT.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
SESSION-2025-10-07-AI-FEATURES.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-07-part2.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-07-part3-crossreference.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-07-part4-governance-active.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-07-tractatus-activation.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-07.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
SESSION-HANDOFF-2025-10-10-PHASE-4-WEEK-1.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-12-complete.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-12-database-cleanup.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-12-deployment.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-12-FINAL.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-12-fixes-and-security.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-12-test-validation.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
session-handoff-2025-10-12.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
SESSION-HANDOFF-2025-10-12.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
SESSION_HANDOFF_2025-10-10.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
SESSION_HANDOFF_2025-10-11.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
SESSION_HANDOFF_2025_10_11.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
SESSION_HANDOFF_2025_10_11_P3_P4.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
SESSION_INIT_API_MEMORY_AUDIT.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
SESSION_MANAGEMENT_ARCHITECTURE.md feat(blog): integrate Tractatus framework governance into blog publishing 2025-10-25 08:47:31 +13:00
SIMULATION-PRE-LAUNCH-CHECKLIST.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
STRIPE_ACCOUNT_NAME_FIX.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
STRIPE_BANK_NAME_MATCHING.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
STRIPE_CUSTOMER_PORTAL_NEXT_STEPS.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
STRIPE_CUSTOMER_PORTAL_SETUP.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
STRIPE_DEPLOYMENT_STATUS.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
STRIPE_FIX_FOR_JOHN_STROH.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
STRIPE_LIVE_MODE_DEPLOYMENT.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
STRIPE_PAYOUT_DIAGNOSTIC.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
STRIPE_PORTAL_CONFIGURATION_STEPS.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
STRIPE_SANDBOX_SETUP_COMPLETE.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
TE_REO_MAORI_TRANSLATION_REQUIREMENTS.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
TESTING-CHECKLIST.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
TESTING-RESULTS-2025-10-07.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
TRIGGER_WORD_ENFORCEMENT.md fix(governance): add architectural enforcement for "ff" and "ffs" trigger words 2025-10-25 12:32:52 +13:00
USER_GUIDE_PROJECTS.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
USER_GUIDE_RULE_MANAGER.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
value-pluralism-faq.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00
WORKFLOW_REFINEMENTS_2025-10-13.md fix(submissions): restructure Economist package and fix article display 2025-10-24 08:47:42 +13:00