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Decisive Economic Advantage: Modeling the Transition from Temporary First-Mover Leads to Economic Dominance in Artificial General Intelligence

RAND | 2026-02-23 | tech

Topics: AI, Nuclear, Taiwan, Trade, United States

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English Summary

This RAND report introduces the concept of Decisive Economic Advantage (DEA), a state where early leads in Artificial General Intelligence (AGI) become permanent dominance through self-reinforcing feedback loops between technological capability, economic deployment, and capital reinvestment. Using a dynamic economic model and Monte Carlo simulations, the author identifies two primary pathways to dominance: 'frontier-driven' intelligence explosions and 'accumulation-driven' reinvestment moats that can occur even without recursive self-improvement. The findings suggest that strategic intervention leverage decays rapidly as asymmetries widen, implying that policymakers must prioritize early detection of regime shifts and tailor responses—such as export controls or ecosystem containment—to the specific growth mechanism involved.

中文摘要

這份蘭德公司 (RAND) 的報告提出了「決定性經濟優勢」(Decisive Economic Advantage, DEA) 的概念,這是一種透過技術能力、經濟部署與資本再投資之間的自我強化回饋循環,使通用人工智慧 (AGI) 的早期領先地位演變為永久主導權的狀態。作者利用動態經濟模型與蒙地卡羅模擬,識別出達成主導權的兩條主要路徑:即使在沒有遞迴式自我完善的情況下也可能發生的「前沿驅動型」智慧爆炸,以及「累積驅動型」的再投資護城河。研究結果表明,隨著不對稱性的擴大,策略性干預的槓桿作用會迅速衰減,這意味著決策者必須優先考慮及早偵測模式切換,並針對所涉及的特定增長機制量身定制應對措施,例如出口管制或生態系統遏制。

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