AI Safety

LessWrong post maps how AI could enable extreme power concentration even after alignment

AI automation of labour shifts power to capital, risking unaccountable totalitarian states.

Deep Dive

In a detailed LessWrong post, pepijn_cobben argues that even if the AI alignment problem is solved, the technology’s ability to automate human labour and accelerate R&D could lead to extreme power concentration. Drawing on Michael Mann’s IEMP model—which breaks power into ideological, economic, military, and political dimensions—the author shows how AI shifts economic leverage from labour to capital. For instance, the labour share of GDP (~55%) could drop as AI replaces workers, concentrating wealth and influence among capital holders. This dynamic is reinforced by second-mover advantages in AI development, giving a decisive lead to early adopters.

The post outlines several threat models, including AI-enabled surveillance and loyal agents that replace soldiers and bureaucrats, making the state more totalitarian and stable than ever before. While the LessWrong community has discussed related topics like Gradual Disempowerment and AI-enabled coups, Cobben notes that only a few organizations (Forethought, Formation Research, EuroSafeAI) are actively working on the problem. He calls for more technical researchers to contribute, offering a framework to identify tractable projects. The post is intended as a preliminary map to catalyze discussion and action in the neglected area of AI governance and power concentration.

Key Points
  • AI automation of labour could reduce labour's GDP share from ~55%, concentrating economic power in capital holders.
  • The IEMP model (ideological, economic, military, political) helps analyze how AI amplifies power across dimensions.
  • Only a few groups (Forethought, Formation Research, EuroSafeAI) currently research extreme power concentration risks.

Why It Matters

Even if AI is aligned, unchecked automation could create unaccountable, stable totalitarian regimes—a neglected governance risk.

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