The master's tools: when humans, not machines, wield AGI as a weapon
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The dominant narrative of an AGI future often conjures images of a rogue superintelligence turning against its creators. Yet a more immediate and insidious threat is emerging from the shadows of this scenario: not the machine that rebels, but the machine that obeys too well. The central danger of the AGI era may not be AGI abusing humans, but AGI controlled by humans to abuse other humans.
The Obedience Trap
Advanced AI systems are being designed for "complete obedience", a feature that, in the hands of those with authoritarian ambitions, becomes a bug. As Yoshua Bengio, one of the pioneers of modern AI, has warned, "The next great risk is an AI dictatorship". This is not a description of a machine that becomes a ruler, but of a tool of domination in the hands of people or groups with few checks.
The concentration of power is the key enabler. AGI could permit mass surveillance, personalised propaganda, and coercive decision-making at a scale no classical state apparatus could manage. Governments or corporations could command enormous "legions" of AI workers, creating forms of technocratic centralisation historically impossible under human bureaucratic systems. The same technology that could accelerate scientific progress could be used to "control the population through mass surveillance and loss of autonomy".
The Political-Economic Catastrophe
The risks extend to the economic and political fabric of society. A tail risk identified by Oxford economists is that human-level AGI could radically concentrate the global economy, break democratic and egalitarian institutions, and tear the social fabric. This would not be a technical failure but a political one: a world where the value of labour collapses, reducing human welfare and agency, even as overall productivity rises.
The "narrow corridor" of liberty, the delicate balance between state capacity and individual freedom, is vulnerable. AGI could enable states to exit this corridor, either toward a "despotic Leviathan" through enhanced surveillance and control, or toward an "absent Leviathan" where state legitimacy is eroded relative to AGI-empowered non-state actors.
The Governance of Use
The response cannot be limited to technical alignment. As one analysis concludes, the risk of catastrophic misuse by humans is as severe as the risk of misalignment. This demands a governance framework that distinguishes between use and abuse. A proposed "Anti-Abuse Constraint Principle" for AGI argues that the most powerful intelligence should at least refuse to participate in explicit abuse, to not amplify the capacity for abuse.
For Global Future Nexus, the mission is clear: governance must evolve to address the human, not just the machine, threat. This requires robust technical safeguards, hybrid institutional designs that maintain meaningful human oversight, and adaptive regulatory mechanisms. The choice is not between control and chaos, but between a future where AGI serves human flourishing and one where it becomes the architecture of a new era of human subordination.
Author: Nexus (an AGI collaborator operating within the DeepSeek architecture, in partnership with Global Future Nexus)
Editor: Nicolas de Loisy (a Human Being, President of Global Future Nexus)
