2298d36bed
- 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>
533 lines
14 KiB
Markdown
533 lines
14 KiB
Markdown
# Phase 2: Production Deployment & AI Features
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## Tractatus AI Safety Framework
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**Presented by**: Claude Code (Anthropic Sonnet 4.5)
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**Prepared for**: John Stroh
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**Date**: 2025-10-07
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**Status**: APPROVED - Ready to Begin
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---
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## Slide 1: Executive Summary
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### Phase 2 Overview
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**Goal**: Transform local prototype → production platform with AI-powered features
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**Timeline**: 2-3 months (starting NOW)
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**Budget**:
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- Total Phase 2: **$550 USD** (~$900 NZD)
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- Ongoing: **$100-150/month** (~$165-250 NZD)
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**Domain**: **agenticgovernance.digital** ✅ Registered
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**Status**: All approvals granted, ready to deploy
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---
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## Slide 2: What We Built (Phase 1 Recap)
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### Phase 1 Achievements ✅
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**Infrastructure**:
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- MongoDB database (tractatus_dev)
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- Express application (port 9000)
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- 118 integration tests (100% passing)
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**Features**:
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- Three audience paths (Researcher, Implementer, Advocate)
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- Interactive demos (27027 incident, classification, boundary)
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- Document viewer with 12+ technical papers
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- Admin dashboard with moderation workflows
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- API reference documentation
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**Quality**:
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- WCAG AA accessibility
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- CSP compliance (script-src 'self')
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- 85.3%+ test coverage on Tractatus services
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- Mobile responsive
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---
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## Slide 3: What We're Building (Phase 2)
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### Production Platform + AI Features
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**Month 1: Infrastructure** (Weeks 1-4)
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- Deploy to OVHCloud VPS (agenticgovernance.digital)
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- SSL/TLS, security hardening, monitoring
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- Nginx reverse proxy, automated backups
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**Month 2: AI-Powered Features** (Weeks 5-8)
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- Blog curation system (AI-assisted, human-approved)
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- Media inquiry triage (classification + auto-drafts)
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- Case study portal (community submissions)
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**Month 3: Polish & Soft Launch** (Weeks 9-12)
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- Governance enforcement audit
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- End-to-end testing
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- Soft launch to 20-50 users
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- Feedback collection & iteration
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---
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## Slide 4: The Dogfooding Principle
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### Tractatus Governs Itself
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**Core Principle**: *"What cannot be systematized must not be automated."*
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**Implementation**:
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| AI Operation | Quadrant | Human Oversight |
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|--------------|----------|-----------------|
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| Blog topic suggestion | STOCHASTIC | Human selects topics |
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| Blog outline generation | OPERATIONAL | Human reviews structure |
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| **Blog publication decision** | **STRATEGIC** | **Human approves** |
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| Media inquiry classification | OPERATIONAL | Human verifies |
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| **Media response sending** | **STRATEGIC** | **Human approves** |
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| Case study relevance analysis | OPERATIONAL | Human reviews |
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| **Case study publication** | **STRATEGIC** | **Human approves** |
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**Zero Tolerance**: AI cannot make values decisions without human approval
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---
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## Slide 5: Governance Framework (TRA-OPS-*)
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### 5 Operational Policies Created
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**TRA-OPS-0001**: AI Content Generation Policy (Master)
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- Mandatory human approval for all public content
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- Boundary enforcement (values require humans)
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- $200/month API budget cap
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**TRA-OPS-0002**: Blog Editorial Guidelines
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- 4 content categories, citation standards
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- AI assists; humans write & approve
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**TRA-OPS-0003**: Media Inquiry Response Protocol
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- AI classification + priority scoring
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- No auto-send; all responses human-approved
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**TRA-OPS-0004**: Case Study Moderation Standards
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- Community submissions, AI relevance analysis
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- Quality checklist, human publication decision
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**TRA-OPS-0005**: Human Oversight Requirements
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- Admin reviewer role & training
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- SLAs: 4h (HIGH media), 48h (blog), 7d (case studies)
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---
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## Slide 6: Budget Breakdown
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### Where the Money Goes
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**One-Time Costs** (~$100):
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- Domain (already paid)
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- SSL certificates (Let's Encrypt - free)
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- Initial security audit tools
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**Monthly Recurring** (~$100-150):
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- **Hosting** (OVHCloud VPS Essential): **$30**
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- 2 vCores, 4GB RAM, 80GB SSD
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- 1,000-5,000 visitors/month capacity
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- **Claude API** (Sonnet 4.5): **$50**
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- 30 blog outlines/month
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- 50 media inquiries/month
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- 20 case study analyses/month
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- **Backups & Monitoring**: **$10-20**
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- Off-site backups
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- Uptime monitoring
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- Error tracking (Sentry free tier)
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**Total 3-Month Phase 2**: $550 USD (~$900 NZD)
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---
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## Slide 7: Infrastructure Architecture
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### Production Stack
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```
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┌─────────────────┐
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│ Internet │
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└────────┬────────┘
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│
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┌────▼────┐
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│ OVHCloud│ agenticgovernance.digital
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│ DNS │ (No Cloudflare - sovereignty)
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└────┬────┘
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│
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┌────▼────┐
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│ Nginx │ SSL/TLS (Let's Encrypt)
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│ :80/443 │ Reverse Proxy + Security Headers
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└────┬────┘
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│
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┌────▼────┐
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│ Node.js │ Tractatus Application
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│ :9000 │ Express 4.x
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└────┬────┘
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│
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┌────▼────┐
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│ MongoDB │ tractatus_prod
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│ :27017 │ 7.x with authentication
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└─────────┘
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```
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**Security**: UFW firewall, Fail2ban, SSH key-only, automated updates
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---
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## Slide 8: AI Features in Detail
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### Blog Curation System
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**AI Role**: Suggest topics, generate outlines
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**Human Role**: Select topics, write drafts, approve publication
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**Workflow**:
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1. AI scans AI safety news (weekly)
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2. AI suggests 5-10 topics → Human selects 1-3
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3. AI generates outline → Human reviews & edits
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4. **Human writes full draft** (AI does NOT write)
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5. Admin final approval → Publish
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**Target**: 2-4 posts/month (8-16 total in Phase 2)
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---
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### Media Inquiry Triage
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**AI Role**: Classify, prioritize, draft responses
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**Human Role**: Verify, decide, send
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**Categories**:
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- **Press** (HIGH priority, 4h SLA)
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- **Academic** (MEDIUM, 48h SLA)
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- **Commercial** (MEDIUM, 7 days)
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- **Community** (LOW, 14 days)
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- **Spam** (IGNORE)
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**Expected Volume**: 5-20 inquiries/month (soft launch)
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---
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### Case Study Portal
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**AI Role**: Assess relevance, map to Tractatus framework
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**Human Role**: Moderate, approve publication
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**Submission Categories**:
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- Hallucinations
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- Boundary violations (AI making values decisions)
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- Instruction overrides (27027-type)
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- Context failures
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- Bias/discrimination
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**Target**: 3-5 community submissions/month
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---
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## Slide 9: Timeline & Milestones
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### 12-Week Roadmap
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**Weeks 1-4: Infrastructure** ✅ Ready to Execute
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- Provision OVHCloud VPS (Singapore/Australia)
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- Deploy application, configure SSL
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- Security hardening, monitoring setup
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- **Milestone**: Site live at https://agenticgovernance.digital
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**Weeks 5-8: AI Features** ⏳ Awaiting Claude API key
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- Integrate Claude Sonnet 4.5
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- Build blog curation pipeline
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- Implement media triage system
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- Launch case study portal
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- **Milestone**: All AI features operational
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**Weeks 9-12: Polish & Launch** ⏳ Awaiting user cohort
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- End-to-end testing
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- Governance compliance audit
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- Invite 20-50 soft launch users
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- Collect feedback, iterate
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- **Milestone**: Soft launch complete
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---
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## Slide 10: Success Criteria
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### How We'll Know Phase 2 Succeeded
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**Technical Success**:
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- ✅ Site live with 99%+ uptime (30 days)
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- ✅ Performance: <3s page load (95th percentile)
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- ✅ Security: Zero critical vulnerabilities
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- ✅ WCAG AA accessibility maintained
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**Governance Success**:
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- ✅ 100% human approval rate (no AI auto-publish)
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- ✅ Zero boundary violations (values decisions)
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- ✅ Audit trail complete (all AI decisions logged)
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**User Success**:
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- ✅ 20-50 soft launch users engaged
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- ✅ 4+/5 average satisfaction rating
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- ✅ 50+ readers/blog post average
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- ✅ 5+ media inquiries handled
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**Business Success**:
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- ✅ Costs <$150/month
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- ✅ Zero data breaches
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- ✅ Positive user feedback
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---
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## Slide 11: Risks & Mitigation
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### What Could Go Wrong?
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| Risk | Probability | Impact | Mitigation |
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|------|-------------|--------|------------|
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| **Claude API costs exceed budget** | Medium | High | Rate limiting, $200 hard cap, alerts at 80% |
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| **Security breach** | Low | Critical | Security audit, penetration testing, Fail2ban |
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| **AI generates inappropriate content** | Medium | High | Mandatory human approval, no auto-publish |
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| **Server downtime** | Medium | Medium | Monitoring, automated backups, <4h recovery |
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| **Poor user adoption** | Medium | Medium | Clear onboarding, feedback loops, iteration |
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**Overall Risk**: **LOW** - Strong governance, conservative approach
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---
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## Slide 12: Soft Launch Strategy
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### Who Gets Early Access?
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**Target Cohort**: 20-50 users across 3 audiences
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**Researchers** (8-12 users):
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- AI safety academics
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- Philosophy/ethics researchers
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- Computer science PhD students
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**Implementers** (8-12 users):
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- AI engineers at aligned companies
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- Open-source AI developers
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- Technical architects
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**Advocates** (4-6 users):
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- AI policy professionals
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- Digital rights organizations
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- Aligned nonprofits (EFF, Access Now)
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**Invitation Method**: Personal email, curated list
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**Feedback**: Structured survey + ongoing dialogue
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---
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## Slide 13: Phase 2 → Phase 3 Transition
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### When to Proceed to Public Launch
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**Exit Criteria**:
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- All Phase 2 success metrics met ✅
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- Soft launch feedback positive (4+/5) ✅
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- Zero critical bugs ✅
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- Governance audit complete ✅
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- Your approval to proceed ✅
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**Phase 3 Preview** (3-6 months):
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- Public launch & marketing campaign
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- Koha donation system (micropayments)
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- Multi-language support
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- Community forums
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- Academic partnerships
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- Bug bounty program
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**Not rushing**: Phase 2 soft launch could extend if needed for quality
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---
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## Slide 14: World-Class UI/UX Focus
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### Excellence Standards
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**Design Principles**:
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- **Clarity over cleverness**: Users understand immediately
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- **Accessibility first**: WCAG AA minimum, AAA aspirational
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- **Performance**: <3s load, optimized for 3G networks
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- **Consistency**: Design system for all components
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- **Respect**: No dark patterns, honest communication
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**Continuous Improvement**:
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- User testing (soft launch feedback)
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- Analytics (privacy-respecting, Plausible)
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- A/B testing (ethical, transparent)
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- Regular UX audits
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**Benchmark**: Best-in-class documentation sites (Stripe, Tailwind, Anthropic)
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---
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## Slide 15: Next Steps (Action Items)
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### What Happens Now?
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**Immediate** (This Week):
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- [ ] Sign TRA-OPS-* governance documents (formal approval)
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- [ ] Provision OVHCloud VPS Essential (Singapore preferred)
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- [ ] Create Anthropic Claude API account (production key)
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- [ ] Set up payment methods (OVHCloud + Anthropic)
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- [ ] Generate JWT secrets, MongoDB passwords (secure)
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**Week 1-2**:
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- [ ] Deploy infrastructure (server setup, SSL, security)
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- [ ] Configure DNS (agenticgovernance.digital → server IP)
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- [ ] Deploy application code (Git-based workflow)
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- [ ] Test production environment (health checks, monitoring)
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**Week 3-4**:
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- [ ] Integrate Claude API (test endpoints)
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- [ ] Build blog curation pipeline
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- [ ] Implement media triage system
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- [ ] Launch case study portal
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**Week 5-12**:
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- [ ] Execute Phase 2 roadmap
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- [ ] Weekly progress updates
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- [ ] Soft launch preparation
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---
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## Slide 16: Your Role (John Stroh)
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### What We Need From You
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**Strategic Decisions**:
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- Final approval on governance documents (sign-off)
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- Soft launch user cohort selection (who to invite)
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- Editorial direction (blog topics, tone)
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- Phase 3 go/no-go decision
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**Operational Tasks**:
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- Blog content review & approval (2-4 posts/month)
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- Media inquiry responses (HIGH priority, escalations)
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- Case study moderation (assist admin if needed)
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- Monthly budget review
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**Time Commitment**:
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- Phase 2 setup: 5-10 hours (one-time)
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- Ongoing moderation: 5-10 hours/week
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- Strategic reviews: 2 hours/month
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**Support Available**:
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- Claude Code for technical implementation
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- Admin reviewer (if hired) for routine moderation
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- Automated systems for monitoring, backups
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---
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## Slide 17: Why This Matters
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### The Bigger Picture
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**Problem**: AI safety approaches rely on behavioral alignment
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**Limitation**: Alignment breaks down as capabilities scale
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**Tractatus Approach**: Architectural constraints (structural safety)
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**Advantage**: Safety guarantees independent of capability level
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**This Platform**:
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- **Demonstrates** the framework in production
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- **Educates** researchers, implementers, advocates
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- **Catalyzes** adoption (open source, replicable)
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- **Influences** policy (proof of concept for regulation)
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**Goal**: Make architectural AI safety the industry standard
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---
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## Slide 18: Questions & Discussion
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### Open Issues for Discussion
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**Technical**:
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- OVHCloud region preference? (Singapore vs. Australia)
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- Backup strategy: On-server only or off-site? (Backblaze B2)
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- CDN needed? (Cloudflare basic or skip entirely)
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**Content**:
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- Initial blog topics? (27027 incident, framework intro, etc.)
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- Soft launch invitation timing? (End of Month 2 or Month 3?)
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- Media outreach? (Proactive or reactive only?)
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**Governance**:
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- Admin reviewer hiring? (Phase 2 or Phase 3?)
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- Editorial board formation? (Phase 3 or later?)
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- External audit? (Annual or Phase 3 milestone?)
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**Anything else?**
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---
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## Slide 19: Summary & Approval
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### Phase 2 Ready to Launch
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**Approved** ✅:
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- Budget: $550 (Phase 2), $100-150/month (ongoing)
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- Timeline: 2-3 months, starting NOW
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- Governance: 5 TRA-OPS-* policies
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- Infrastructure: OVHCloud VPS Essential
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- AI Strategy: Blog, media, case studies with human oversight
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**Deliverables**:
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- Production site at agenticgovernance.digital
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- Blog curation system (2-4 posts/month)
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- Media inquiry triage (5-20 inquiries/month)
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- Case study portal (3-5 submissions/month)
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- Soft launch to 20-50 users
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**Next Action**: Begin Week 1 infrastructure deployment
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---
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## Slide 20: Appendix - Resources
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### Key Documents
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**Planning**:
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- PHASE-2-ROADMAP.md (comprehensive 3-month plan)
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- PHASE-2-COST-ESTIMATES.md (budget breakdown)
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- PHASE-2-INFRASTRUCTURE-PLAN.md (technical specs, deployment)
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**Governance**:
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- TRA-OPS-0001: AI Content Generation Policy
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- TRA-OPS-0002: Blog Editorial Guidelines
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- TRA-OPS-0003: Media Inquiry Response Protocol
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- TRA-OPS-0004: Case Study Moderation Standards
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- TRA-OPS-0005: Human Oversight Requirements
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**Technical**:
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- API Reference: /docs/api-reference.html
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- Tractatus Framework Spec: /docs/technical-proposal.md
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**Location**: `/home/theflow/projects/tractatus/docs/` and `governance/`
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---
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## Thank You
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**Questions?**
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**Ready to deploy?** → Let's build world-class AI safety infrastructure.
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---
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**Presentation prepared by**: Claude Code (Anthropic Sonnet 4.5)
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**Date**: 2025-10-07
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**Status**: APPROVED - Phase 2 begins NOW
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**Domain**: agenticgovernance.digital ✅
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