Systemic Risk Monitor for Frontier AI Labs
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What You're Seeing

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Fault Line provides a transparent, evidence-based assessment of structural vulnerabilities facing frontier AI laboratories. Each lab receives a Fragility Score from 0–10, where higher scores indicate greater systemic fragility. Scores are derived from a checklist of binary indicators across six dimensions—compute dependence, cloud concentration, policy exposure, demand risk, talent & governance, and resilience—each supported by publicly verifiable news events. A confidence-weighted variant is shown alongside, where low-confidence events carry 0.5× weight and medium-confidence events carry 0.75×.

LABS TRACKED
EVENTS INDEXED
AVG FRAGILITY
HIGHEST RISK

Lab Rankings

Dimension Overview

Historical Context

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Recent Events

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