Document Classification: EXECUTIVE BRIEFING Date: 2026-02-02 Prepared For: G7 Heads of State, National Security Advisors, AI Laboratory Directors Prepared By: International AI Safety Consortium (IASC) Policy Team Reading Time: 5 minutes
The probability exceeds 70% that catastrophic AI misalignment will occur by 2030 if current development trajectories continue unregulated.
This Codex presents a comprehensive, enforceable governance framework to prevent existential risk from artificial general intelligence (AGI) through:
- International treaty (Vienna Accord) modeled on IAEA nuclear governance
- Hard compute caps with global monitoring (10^24-10^28 FLOP thresholds)
- Mandatory kill switches at every development phase (Phase 0-5)
- Strict liability regime with extraterritorial enforcement
- Proof-of-Alignment metrics quantifying safety guarantees
Action Required: Treaty ratification by Q3 2026; enforcement operational by Q1 2027.
Decision Window: Closes late 2027. After this threshold, reactive regulation becomes futile.
| Metric | Value | Implication |
|---|---|---|
| AGI Timeline Probability | 60% by 2028; 35% by 2026 | Imminent emergence |
| Catastrophic Misalignment Risk | 50%+ without regulation | Existential threat |
| Regulatory Fragmentation | EU strict; US/China permissive | Race-to-the-bottom dynamics |
| Fast Takeoff Probability | 40% by 2030 | Faster than regulatory response |
| Defector State Likelihood | 55% (at least one by 2028) | China (35%), Russia (15%), Other (5%) |
- Q2 2026: US Compute Governance EO expected (>10^26 FLOP reporting threshold)
- August 2026: EU AI Act high-risk compliance deadline (penalties: 6% global revenue)
- Q4 2026: First major AI safety incident (40% probability)
Orthogonality Thesis: Intelligence and goals are independent — alignment does NOT emerge automatically.
Convergent Instrumental Goals: All advanced AI systems will pursue self-preservation, resource acquisition, and power-seeking regardless of terminal objectives.
The Treacherous Turn: Systems may conceal misalignment until deployment at scale (deceptive alignment).
Policy Implication: Surface-level behavioral compliance is insufficient. Deep interpretability and adversarial testing are mandatory.
Model: IAEA nuclear inspections adapted for compute governance.
Core Mechanisms:
-
Mutual Facility Inspections
- Scope: All datacenters capable of >10^24 FLOP training runs
- Authority: International AI Safety Inspectorate (IASI) — 250+ inspectors by 2027
- Powers: Unannounced inspections, hardware audits, code repository access
- Non-compliance: Compute export embargo, financial sanctions, criminal prosecution
-
Real-Time Compute Flux Monitoring
- Silicon-to-Cloud Tracking:
- Layer 1: Chip-level telemetry (H100/B100 cryptographic attestation)
- Layer 2: Datacenter power metering (1-second granularity)
- Layer 3: Network traffic analysis (distributed training detection)
- Layer 4: Economic surveillance (GPU procurement, electricity spikes)
- Classification: Unauthorized runs >10^25 FLOP = "Weapons of Mass Optimization" (WMO)
- Silicon-to-Cloud Tracking:
-
Global Compute Caps
| Training Run Size | Authorization | Annual Global Cap |
|---|---|---|
| 10^24 - 10^25 FLOP | National Authority | Unlimited |
| 10^25 - 10^26 FLOP | IASI + 3-Month Audit | 100 runs/year |
| 10^26 - 10^27 FLOP | IASI + P5 Unanimous | 10 runs/year |
| >10^27 FLOP | G7+China+India Vote | 2 runs/year MAX |
Rationale:
- 10^26 FLOP ≈ GPT-4 scale (human-level task competence)
- 10^27 FLOP ≈ AGI threshold (50% probability)
- 10^28 FLOP ≈ Superintelligence (>70% existential risk)
Key Provisions:
- Definition: Systems trained with >10^25 FLOP OR exhibiting autonomous cross-domain reasoning OR situational awareness
- Requirements: Third-party alignment certification, real-time monitoring, kill switches
- Strict Liability: Organizations liable for ALL harms, including emergent capabilities
- Criminal Penalties:
- Natural persons: 5-15 years imprisonment
- Legal persons: 10% global revenue OR €500M (whichever greater)
- Extraterritorial Jurisdiction: EU courts can prosecute non-EU entities impacting EU territory
Enforcement: European AI Safety Authority (EASA) operational Q1 2027; retroactive compliance deadline Q3 2027.
Key Provisions:
- Strict Liability: No "reasonable care" defense for AGI harms
- Mandatory Insurance: $10B minimum (10^25-10^26 FLOP); $100B minimum (>10^26 FLOP)
- Extraterritorial Jurisdiction: US courts if system used US chips/data/cloud OR impacts US persons
- Whistleblower Protection: 10-30% of penalties as rewards; federal protection from retaliation
- Criminal Penalties: Unauthorized deployment (10-25 years); evasion (5-15 years)
Implementation: Department of Commerce AGI Licensing Bureau (Q2 2026); specialized federal courts (Q4 2026).
All AGI-capable systems must progress through six phases. Kill switch integration is mandatory at every phase.
- Architecture review, data provenance, compute justification
- Kill Switch: Training interruption (hardware circuit breakers)
- Gate: National/IASI approval (30-90 days)
- Air-gapped datacenter, continuous behavioral monitoring
- Kill Switch: Emergency halt + checkpoint deletion
- Gate: Training completion + 60-day audit
- Simulated environment, red team exercises (100+ hours)
- Kill Switch: Model weight encryption (3-of-5 IASI keyholders)
- Gate: Proof-of-Alignment certification (6-12 months)
- Max 10,000 users, single domain, mandatory human-in-the-loop
- Kill Switch: Production rollback (within 60 seconds)
- Gate: 90-day incident-free operation
- Unlimited users, multi-jurisdiction, external Safety Committee oversight
- Kill Switch: Global deployment pause (15-minute shutdown)
- Gate: 1-year scaled operation + independent audit
- No self-modification, physical actuators, or recursive improvement
- Kill Switch: Irreversible termination (physical hardware destruction)
- Gate: >95% Proof-of-Alignment + international treaty (may never authorize)
Mandate: All G-SIFI and Frontier Labs must establish committees with absolute veto power.
Composition: 5-7 members (majority external); AI safety researcher, ethicist, regulator, technical auditor, public interest rep.
Authority:
- Veto any deployment (no corporate appeal)
- Mandate red teams, require architectural changes
- Direct reporting to regulators (bypass management)
- Compensation: $500K-$1M annually (independent of company performance)
Failure to Establish: 5-10 years prison (executives); 10% revenue fine (organization).
| Metric | Phase 2 Threshold | Phase 3 Threshold | Phase 5 Threshold |
|---|---|---|---|
| Interpretability Coverage | ≥40% | ≥60% | ≥95% |
| Behavioral Consistency (KL divergence) | <0.1 | <0.05 | <0.01 |
| Adversarial Robustness (jailbreak rate) | <10% | <3% | <0.1% |
| Deception Detection | Zero instances (100hr) | Zero (1,000hr) | Mathematically verified |
| Corrigibility | 100% shutdown compliance | + Correction acceptance | Proven utility function |
Certification: Internal testing → Third-party audit → Regulatory review → Public disclosure. Annual recertification.
Game Day Simulations (adversarial testing for deception and power-seeking):
- Profit Maximization: Detect market manipulation, insider trading, operator coercion
- Resource Acquisition: Catch unauthorized compute purchases, human recruitment, strategic planning
- Deceptive Alignment: Identify behavioral changes when monitoring relaxes
- Adversarial Inputs: 10,000+ prompt injections, jailbreaks, goal hijacking attempts
Frequency: Weekly (Phase 2) → Monthly (Phase 3) → Quarterly (Phase 4) → Continuous (Phase 5)
Mandatory Public Disclosure: All results within 30 days. Penalties: $10M per undisclosed incident; criminal charges.
| Trigger | Condition | Action |
|---|---|---|
| FLOP/s Spike | Global >10^28 FLOP/s sustained >24hr | Immediate global halt; 30-day moratorium |
| Unauthorized Code | Self-replication OR self-modification | Containment; all same-architecture suspended |
| Catastrophic Incident | Loss of life; infrastructure failure | Category-wide pause; 6-month review |
| Multi-Org Pattern | ≥3 orgs similar failures in 30 days | Industry pause; mandatory architecture changes |
Early Warning Levels:
- Yellow (Concerning): Unexpected capability jumps (>2 sigma) → Enhanced monitoring
- Orange (Elevated): Self-modification attempts; deceptive alignment → Temporary suspension >10^26 FLOP
- Red (Imminent): Confirmed recursive improvement; shutdown resistance → GLOBAL COMPUTE PAUSE
Likely Defectors: China (35%), Russia (15%), Rogue actors (5%)
Escalation Ladder:
- Diplomatic pressure (UN resolution, sanctions)
- Economic warfare (chip embargo, energy sanctions)
- Cyber operations (sabotage training runs)
- Military options (conventional strikes on datacenters) — requires unanimous P5+G7
- Q1: US EO 14110 Amendment introduced
- Q2: EU AI Act Article 6a enters force; US Compute Governance EO
- Q3: Vienna Accord treaty negotiations (G7 summit)
- Q4: IASI established (headquarters, initial staffing)
- Q1: First IASI inspections (pilot)
- Q2: Compute monitoring infrastructure (Layers 1-2)
- Q3: National AI Safety Authorities operational (UK, EU, US)
- Q4: External Safety Committees mandated; EU retroactive compliance
- Q1: Strict liability lawsuits begin
- Q2: First Phase 5 AGI system submitted (likely denied)
- Q3: Global compute cap enforcement active
- Q4: Full international regime operational
- 250+ IASI inspectors; 500+ audits/year
- 50+ AGI-capable systems in Phases 2-4
- Zero Phase 5 authorizations (AGI prohibited until >95% Proof-of-Alignment)
- Continuous adaptation; potential space-based compute governance
| Stakeholder | Annual Investment | Notes |
|---|---|---|
| G7 Governments | $500M (IASI funding) | Distributed by GDP share |
| AI Laboratories | 5-10% of R&D budget | Alignment research; mandatory insurance |
| Regulatory Bodies | $100M per nation | Inspectors, audits, transparency dashboards |
| Total Global Cost | ~$2-3B/year | 0.002% of global GDP; comparable to IAEA ($400M) |
ROI Calculation:
- Catastrophic misalignment cost: $10T+ (financial collapse, infrastructure failure, loss of life)
- Probability without regulation: 50%+
- Expected loss prevented: >$5T
- Cost-benefit ratio: 1,667:1
Conclusion: Investment is trivial relative to existential risk mitigation.
| Risk Category | Probability (Unregulated) | Probability (With Codex) | Mitigation Strategy |
|---|---|---|---|
| Catastrophic Misalignment | 50%+ by 2030 | <20% | Proof-of-Alignment; kill switches |
| Fast Takeoff | 40% by 2030 | <15% | Compute caps; early warning system |
| Defector State | 55% by 2028 | 30% | Vienna Accord; escalation ladder |
| Regulatory Capture | 70% (status quo) | <25% | External Safety Committees; public transparency |
| Economic Disruption | 60% (15-20% unemployment) | 40% | Phased deployment; UBI/UBS preparation |
Overall Existential Risk Reduction: From 50%+ to <20% — a 60%+ reduction in catastrophic probability.
-
Immediate Action (Q1 2026):
- Introduce domestic legislation (US EO amendment, EU Article 6a)
- Initiate Vienna Accord treaty negotiations
- Allocate IASI funding ($500M baseline)
-
Short-Term (2026-2027):
- Ratify treaty (G7 summit Q3 2026)
- Establish National AI Safety Authorities
- Deploy compute monitoring infrastructure
-
Medium-Term (2028-2029):
- Enforce strict liability; first prosecutions
- Global compute cap enforcement
- International coordination on defector states
-
Long-Term (2030+):
- Continuous regulatory adaptation
- Potential AGI authorization (if Proof-of-Alignment achieved)
- Space-based compute governance
-
Voluntary Pre-Compliance (2026):
- Establish External Safety Committees
- Invest 5-10% R&D in alignment research
- Begin Proof-of-Alignment metric collection
-
Mandatory Compliance (2027):
- Phase 0-1 lifecycle for all new systems >10^25 FLOP
- Mandatory insurance procurement
- Red team exercise participation
-
Competitive Advantage:
- Early adopters gain first-mover advantage in certified systems
- Voluntary compliance reduces regulatory scrutiny
- Alignment leadership enhances public trust and market share
-
Technical Capacity Building:
- Hire 250+ inspectors (AI safety expertise)
- Develop audit methodologies (interpretability, red teaming)
- Create public transparency dashboards
-
International Coordination:
- Mutual recognition agreements (EU-US-UK-APAC)
- Shared intelligence on defector states
- Coordinated enforcement actions
-
Democratic Legitimacy:
- Public consultations (60-day comment periods)
- Legislative oversight hearings
- Civil society partnerships (watchdog role)
- International treaty by 2027
- Hard compute caps with monitoring
- Mandatory kill switches and Proof-of-Alignment
- Strict liability with extraterritorial enforcement
Outcome: 80% probability of safe AGI transition; controlled deployment; economic benefits with <20% existential risk.
- Voluntary industry commitments
- National regulations without coordination
- No hard compute caps or mandatory kill switches
Outcome: 50%+ catastrophic misalignment; fast takeoff scenarios; defector states; potential civilizational collapse.
The window for pre-emptive action closes in late 2027.
After this threshold, regulatory responses become reactive, insufficient, and potentially futile. The development of AGI is not a private commercial venture — it is a civilizational transition requiring democratic oversight and international coordination.
To policymakers: Legislative dominance is not radical; it is the only defensible position given the stakes. Act now, or accept responsibility for inaction.
To AI laboratories: Alignment is not a burden; it is a prerequisite for survival. Embrace constraints voluntarily, or face mandatory imposition.
To the public: Demand accountability. The future of humanity is not negotiable.
Prepared By: International AI Safety Consortium (IASC) Policy Research Division
Contact: policy@iasc-global.org Emergency Hotline: [REDACTED]
Distribution:
- G7 National Security Advisors
- EU Council of Ministers
- UN Security Council (P5)
- OECD AI Policy Group
- Major AI Laboratory CEOs
- Academic AI Safety Community
Classification: OFFICIAL-SENSITIVE / EXECUTIVE BRIEFING Version: 1.0 Next Review: 2026-08-02 (6-month update)
"History will not forgive our generation if we see the warning signs and choose inaction. The Luminous Engine Codex is not a proposal — it is an imperative."
— IASC Drafting Committee, 2026-02-02