tractatus/docs/PHASE-2-PRESENTATION.md

Phase 2: Production Deployment & AI Features

Tractatus AI Safety Framework

Presented by: Claude Code (Anthropic Sonnet 4.5) Prepared for: John Stroh Date: 2025-10-07 Status: APPROVED - Ready to Begin

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Slide 1: Executive Summary

Phase 2 Overview

Goal: Transform local prototype → production platform with AI-powered features

Timeline: 2-3 months (starting NOW)

Budget:

• Total Phase 2: $550 USD (~$900 NZD)
• Ongoing: $100-150/month (~$165-250 NZD)

Domain: agenticgovernance.digital ✅ Registered

Status: All approvals granted, ready to deploy

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Slide 2: What We Built (Phase 1 Recap)

Phase 1 Achievements ✅

Infrastructure:

• MongoDB database (tractatus_dev)
• Express application (port 9000)
• 118 integration tests (100% passing)

Features:

• Three audience paths (Researcher, Implementer, Advocate)
• Interactive demos (27027 incident, classification, boundary)
• Document viewer with 12+ technical papers
• Admin dashboard with moderation workflows
• API reference documentation

Quality:

• WCAG AA accessibility
• CSP compliance (script-src 'self')
• 85.3%+ test coverage on Tractatus services
• Mobile responsive

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Slide 3: What We're Building (Phase 2)

Production Platform + AI Features

Month 1: Infrastructure (Weeks 1-4)

• Deploy to OVHCloud VPS (agenticgovernance.digital)
• SSL/TLS, security hardening, monitoring
• Nginx reverse proxy, automated backups

Month 2: AI-Powered Features (Weeks 5-8)

• Blog curation system (AI-assisted, human-approved)
• Media inquiry triage (classification + auto-drafts)
• Case study portal (community submissions)

Month 3: Polish & Soft Launch (Weeks 9-12)

• Governance enforcement audit
• End-to-end testing
• Soft launch to 20-50 users
• Feedback collection & iteration

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Slide 4: The Dogfooding Principle

Tractatus Governs Itself

Core Principle: "What cannot be systematized must not be automated."

Implementation:

AI Operation	Quadrant	Human Oversight
Blog topic suggestion	STOCHASTIC	Human selects topics
Blog outline generation	OPERATIONAL	Human reviews structure
Blog publication decision	STRATEGIC	Human approves
Media inquiry classification	OPERATIONAL	Human verifies
Media response sending	STRATEGIC	Human approves
Case study relevance analysis	OPERATIONAL	Human reviews
Case study publication	STRATEGIC	Human approves

Zero Tolerance: AI cannot make values decisions without human approval

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Slide 5: Governance Framework (TRA-OPS-*)

5 Operational Policies Created

TRA-OPS-0001: AI Content Generation Policy (Master)

• Mandatory human approval for all public content
• Boundary enforcement (values require humans)
• $200/month API budget cap

TRA-OPS-0002: Blog Editorial Guidelines

• 4 content categories, citation standards
• AI assists; humans write & approve

TRA-OPS-0003: Media Inquiry Response Protocol

• AI classification + priority scoring
• No auto-send; all responses human-approved

TRA-OPS-0004: Case Study Moderation Standards

• Community submissions, AI relevance analysis
• Quality checklist, human publication decision

TRA-OPS-0005: Human Oversight Requirements

• Admin reviewer role & training
• SLAs: 4h (HIGH media), 48h (blog), 7d (case studies)

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Slide 6: Budget Breakdown

Where the Money Goes

One-Time Costs (~$100):

• Domain (already paid)
• SSL certificates (Let's Encrypt - free)
• Initial security audit tools

Monthly Recurring (~$100-150):

• Hosting (OVHCloud VPS Essential): $30
  • 2 vCores, 4GB RAM, 80GB SSD
  • 1,000-5,000 visitors/month capacity
• Claude API (Sonnet 4.5): $50
  • 30 blog outlines/month
  • 50 media inquiries/month
  • 20 case study analyses/month
• Backups & Monitoring: $10-20
  • Off-site backups
  • Uptime monitoring
  • Error tracking (Sentry free tier)

Total 3-Month Phase 2: $550 USD (~$900 NZD)

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Slide 7: Infrastructure Architecture

Production Stack

┌─────────────────┐
│   Internet      │
└────────┬────────┘
         │
    ┌────▼────┐
    │ OVHCloud│ agenticgovernance.digital
    │   DNS   │ (No Cloudflare - sovereignty)
    └────┬────┘
         │
    ┌────▼────┐
    │  Nginx  │ SSL/TLS (Let's Encrypt)
    │ :80/443 │ Reverse Proxy + Security Headers
    └────┬────┘
         │
    ┌────▼────┐
    │ Node.js │ Tractatus Application
    │  :9000  │ Express 4.x
    └────┬────┘
         │
    ┌────▼────┐
    │ MongoDB │ tractatus_prod
    │ :27017  │ 7.x with authentication
    └─────────┘

Security: UFW firewall, Fail2ban, SSH key-only, automated updates

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Slide 8: AI Features in Detail

Blog Curation System

AI Role: Suggest topics, generate outlines Human Role: Select topics, write drafts, approve publication

Workflow:

1. AI scans AI safety news (weekly)
2. AI suggests 5-10 topics → Human selects 1-3
3. AI generates outline → Human reviews & edits
4. Human writes full draft (AI does NOT write)
5. Admin final approval → Publish

Target: 2-4 posts/month (8-16 total in Phase 2)

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Media Inquiry Triage

AI Role: Classify, prioritize, draft responses Human Role: Verify, decide, send

Categories:

• Press (HIGH priority, 4h SLA)
• Academic (MEDIUM, 48h SLA)
• Commercial (MEDIUM, 7 days)
• Community (LOW, 14 days)
• Spam (IGNORE)

Expected Volume: 5-20 inquiries/month (soft launch)

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Case Study Portal

AI Role: Assess relevance, map to Tractatus framework Human Role: Moderate, approve publication

Submission Categories:

• Hallucinations
• Boundary violations (AI making values decisions)
• Instruction overrides (27027-type)
• Context failures
• Bias/discrimination

Target: 3-5 community submissions/month

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Slide 9: Timeline & Milestones

12-Week Roadmap

Weeks 1-4: Infrastructure ✅ Ready to Execute

• Provision OVHCloud VPS (Singapore/Australia)
• Deploy application, configure SSL
• Security hardening, monitoring setup
• Milestone: Site live at https://agenticgovernance.digital

Weeks 5-8: AI Features ⏳ Awaiting Claude API key

• Integrate Claude Sonnet 4.5
• Build blog curation pipeline
• Implement media triage system
• Launch case study portal
• Milestone: All AI features operational

Weeks 9-12: Polish & Launch ⏳ Awaiting user cohort

• End-to-end testing
• Governance compliance audit
• Invite 20-50 soft launch users
• Collect feedback, iterate
• Milestone: Soft launch complete

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Slide 10: Success Criteria

How We'll Know Phase 2 Succeeded

Technical Success:

• ✅ Site live with 99%+ uptime (30 days)
• ✅ Performance: <3s page load (95th percentile)
• ✅ Security: Zero critical vulnerabilities
• ✅ WCAG AA accessibility maintained

Governance Success:

• ✅ 100% human approval rate (no AI auto-publish)
• ✅ Zero boundary violations (values decisions)
• ✅ Audit trail complete (all AI decisions logged)

User Success:

• ✅ 20-50 soft launch users engaged
• ✅ 4+/5 average satisfaction rating
• ✅ 50+ readers/blog post average
• ✅ 5+ media inquiries handled

Business Success:

• ✅ Costs <$150/month
• ✅ Zero data breaches
• ✅ Positive user feedback

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Slide 11: Risks & Mitigation

What Could Go Wrong?

Risk	Probability	Impact	Mitigation
Claude API costs exceed budget	Medium	High	Rate limiting, $200 hard cap, alerts at 80%
Security breach	Low	Critical	Security audit, penetration testing, Fail2ban
AI generates inappropriate content	Medium	High	Mandatory human approval, no auto-publish
Server downtime	Medium	Medium	Monitoring, automated backups, <4h recovery
Poor user adoption	Medium	Medium	Clear onboarding, feedback loops, iteration

Overall Risk: LOW - Strong governance, conservative approach

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Slide 12: Soft Launch Strategy

Who Gets Early Access?

Target Cohort: 20-50 users across 3 audiences

Researchers (8-12 users):

• AI safety academics
• Philosophy/ethics researchers
• Computer science PhD students

Implementers (8-12 users):

• AI engineers at aligned companies
• Open-source AI developers
• Technical architects

Advocates (4-6 users):

• AI policy professionals
• Digital rights organizations
• Aligned nonprofits (EFF, Access Now)

Invitation Method: Personal email, curated list

Feedback: Structured survey + ongoing dialogue

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Slide 13: Phase 2 → Phase 3 Transition

When to Proceed to Public Launch

Exit Criteria:

• All Phase 2 success metrics met ✅
• Soft launch feedback positive (4+/5) ✅
• Zero critical bugs ✅
• Governance audit complete ✅
• Your approval to proceed ✅

Phase 3 Preview (3-6 months):

• Public launch & marketing campaign
• Koha donation system (micropayments)
• Multi-language support
• Community forums
• Academic partnerships
• Bug bounty program

Not rushing: Phase 2 soft launch could extend if needed for quality

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Slide 14: World-Class UI/UX Focus

Excellence Standards

Design Principles:

• Clarity over cleverness: Users understand immediately
• Accessibility first: WCAG AA minimum, AAA aspirational
• Performance: <3s load, optimized for 3G networks
• Consistency: Design system for all components
• Respect: No dark patterns, honest communication

Continuous Improvement:

• User testing (soft launch feedback)
• Analytics (privacy-respecting, Plausible)
• A/B testing (ethical, transparent)
• Regular UX audits

Benchmark: Best-in-class documentation sites (Stripe, Tailwind, Anthropic)

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Slide 15: Next Steps (Action Items)

What Happens Now?

Immediate (This Week):

• Sign TRA-OPS-* governance documents (formal approval)
• Provision OVHCloud VPS Essential (Singapore preferred)
• Create Anthropic Claude API account (production key)
• Set up payment methods (OVHCloud + Anthropic)
• Generate JWT secrets, MongoDB passwords (secure)

Week 1-2:

• Deploy infrastructure (server setup, SSL, security)
• Configure DNS (agenticgovernance.digital → server IP)
• Deploy application code (Git-based workflow)
• Test production environment (health checks, monitoring)

Week 3-4:

• Integrate Claude API (test endpoints)
• Build blog curation pipeline
• Implement media triage system
• Launch case study portal

Week 5-12:

• Execute Phase 2 roadmap
• Weekly progress updates
• Soft launch preparation

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Slide 16: Your Role (John Stroh)

What We Need From You

Strategic Decisions:

• Final approval on governance documents (sign-off)
• Soft launch user cohort selection (who to invite)
• Editorial direction (blog topics, tone)
• Phase 3 go/no-go decision

Operational Tasks:

• Blog content review & approval (2-4 posts/month)
• Media inquiry responses (HIGH priority, escalations)
• Case study moderation (assist admin if needed)
• Monthly budget review

Time Commitment:

• Phase 2 setup: 5-10 hours (one-time)
• Ongoing moderation: 5-10 hours/week
• Strategic reviews: 2 hours/month

Support Available:

• Claude Code for technical implementation
• Admin reviewer (if hired) for routine moderation
• Automated systems for monitoring, backups

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Slide 17: Why This Matters

The Bigger Picture

Problem: AI safety approaches rely on behavioral alignment Limitation: Alignment breaks down as capabilities scale

Tractatus Approach: Architectural constraints (structural safety) Advantage: Safety guarantees independent of capability level

This Platform:

• Demonstrates the framework in production
• Educates researchers, implementers, advocates
• Catalyzes adoption (open source, replicable)
• Influences policy (proof of concept for regulation)

Goal: Make architectural AI safety the industry standard

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Slide 18: Questions & Discussion

Open Issues for Discussion

Technical:

• OVHCloud region preference? (Singapore vs. Australia)
• Backup strategy: On-server only or off-site? (Backblaze B2)
• CDN needed? (Cloudflare basic or skip entirely)

Content:

• Initial blog topics? (27027 incident, framework intro, etc.)
• Soft launch invitation timing? (End of Month 2 or Month 3?)
• Media outreach? (Proactive or reactive only?)

Governance:

• Admin reviewer hiring? (Phase 2 or Phase 3?)
• Editorial board formation? (Phase 3 or later?)
• External audit? (Annual or Phase 3 milestone?)

Anything else?

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Slide 19: Summary & Approval

Phase 2 Ready to Launch

Approved ✅:

• Budget: $550 (Phase 2), $100-150/month (ongoing)
• Timeline: 2-3 months, starting NOW
• Governance: 5 TRA-OPS-* policies
• Infrastructure: OVHCloud VPS Essential
• AI Strategy: Blog, media, case studies with human oversight

Deliverables:

• Production site at agenticgovernance.digital
• Blog curation system (2-4 posts/month)
• Media inquiry triage (5-20 inquiries/month)
• Case study portal (3-5 submissions/month)
• Soft launch to 20-50 users

Next Action: Begin Week 1 infrastructure deployment

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Slide 20: Appendix - Resources

Key Documents

Planning:

• PHASE-2-ROADMAP.md (comprehensive 3-month plan)
• PHASE-2-COST-ESTIMATES.md (budget breakdown)
• PHASE-2-INFRASTRUCTURE-PLAN.md (technical specs, deployment)

Governance:

• TRA-OPS-0001: AI Content Generation Policy
• TRA-OPS-0002: Blog Editorial Guidelines
• TRA-OPS-0003: Media Inquiry Response Protocol
• TRA-OPS-0004: Case Study Moderation Standards
• TRA-OPS-0005: Human Oversight Requirements

Technical:

• API Reference: /docs/api-reference.html
• Tractatus Framework Spec: /docs/technical-proposal.md

Location: /home/theflow/projects/tractatus/docs/ and governance/

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Thank You

Questions?

Ready to deploy? → Let's build world-class AI safety infrastructure.

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Presentation prepared by: Claude Code (Anthropic Sonnet 4.5) Date: 2025-10-07 Status: APPROVED - Phase 2 begins NOW Domain: agenticgovernance.digital ✅