From Scarcity to Strategy: Modeling Rare Earth Weaponization with AI–$100b Investment Needed?

Jun 30, 2025

Highlights

  • AI-powered modeling demonstrates how a six-month disruption of Chinese rare earth exports could cause 62% capability degradation in military platforms like the F-35.
  • Research suggests potential $100 billion investment needed to prevent non-kinetic strategic collapse of U.S. military infrastructure.
  • Study introduces a new framework for understanding rare earths as geopolitical weapons, with potential implications for national security and global resource diplomacy.

In a groundbreaking collaboration sparked by a structured interview with Rare Earth Exchanges Co-founder and CEO Daniel Oโ€™Connor (opens in a new tab), researcher Dr. Wei Meng delivers one of the most advanced strategic modeling frameworks ever published on rare earth supply disruption. Titled โ€œExpert Insight-Based Modeling of Non-Kinetic Strategic Deterrence of Rare Earth Supply Disruption,โ€ the paper introduces a powerful new lens for understanding rare earths not merely as industrial inputs, but as tools of โ€œnon-kinetic strategic weaponization.โ€

Troubling Findings

At its core, the paper builds a layered systemโ€”REG-CAPโ€”connecting Resource, Equipment, Generation, and Combat Capability nodes. Using artificial intelligence (graph neural networks and LSTM time series simulation), Meng simulates how supply chain disruption cascades through U.S. military infrastructureโ€”revealing predictable โ€œcollapse windowsโ€ and Security Critical Zones (SCZs).

The findings suggest that a six-month cutoff of Chinese rare earth exports could lead to a 62% degradation in capability for platforms like the F-35, including ISR and long-range strike capabilities. Even more alarming, the paper identifies โ€œinvisible fracturesโ€ between key platforms and strategic outcomes, with synchronized capability failures likely to occur within 1.8 to 6 years post-supply disruption.

The paperโ€™s key contribution is not simply an alarmโ€”itโ€™s quantification. Using real-world data and variable translation from interview dialogue, Meng creates models that can be used to simulate, forecast, and even time interventions. Policymakers can identify the optimal โ€œLatency Windowโ€ for either deploying reserves or pre-empting degradation. Strategic deterrence here is institutionalized, AI-modeled, and tempo-controlledโ€”defining a new era of what Meng calls โ€œdigital Cold War architecture.โ€

Constraints to Consider

However, limitations remain. While methodologically rigorous, the model is largely based on expert interviews and scenario simulations, rather than real-time empirical data. It lacks robust integration of external inputs, such as public policy signals, battlefield data, or real-world procurement and substitution rates. Also missing is inter-allied complexity: How would NATO resilience, for instance, affect cascading degradation?

The paper also needs to be peer-reviewed and published.

So, What are the Implications?

If Mengโ€™s model proves directionally correct, the U.S. military is entering a high-risk window. Without a massive investmentโ€”estimated by Meng at $100 billionโ€”Americaโ€™s warfighting edge could collapse non-kinetically through supply attrition. This has enormous consequences for resource diplomacy, alliance strategy, and industrial planning.

Mengโ€™s modeling also provides a toolkit other nations could adapt: India, Japan, and EU states could use similar simulations to assess their exposure and harden supply routes. Meanwhile, Chinaโ€™s ability to institutionalize its chokeholdโ€”embedding it in export licensing, tech review, and global supply scoringโ€”could give it unmatched leverage in future conflicts.

Key REEx Questions for Investors and Policymakers:

  1. Can Mengโ€™s collapse windows be integrated into the U.S. Department of Defense procurement and stockpile planning?
  2. Should rare earth supply disruption be treated as a national security event with corresponding legal and financial preparedness?
  3. How might other nations adapt this AI framework to their own critical mineral vulnerabilities?
  4. Can Mengโ€™s methodology scale beyond rare earths to semiconductors, battery materials, or pharmaceuticals?
  5. How can the Trump administration embrace industrial policy to mitigate risks?

Conclusion

Dr. Wei Mengโ€™s work, catalyzed by REExโ€™s Daniel Oโ€™Connor, represents a leap in strategic deterrence thinking. This paper is more than theoryโ€”itโ€™s a digital doctrine. Rare earths are now programmable geopolitical weapons. The question is no longer whether supply chain warfare is possible. The question is: who will master its timing?

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By Daniel

Inspired to launch Rare Earth Exchanges in part due to his lifelong passion for geology and mineralogy, and patriotism, to ensure America and free market economies develop their own rare earth and critical mineral supply chains.

1 Comment

  1. James Shane

    Where can we get a copy of the report.
    Is anyone in DOS, DOD,DOE listening.

    Reply

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