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October 17, 20256 citationsOpen Access

The Stories We Govern By: AI, Risk, and the Power of Imaginaries

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NONinell OldenburgGPGleb Papyshev

Key Points

  • Competing sociotechnical imaginaries of AI risk shape governance decisions and regulatory frameworks, influencing policy outcomes.
  • Existential risk proponents emphasize catastrophic AGI scenarios, while accelerationists view AI as a transformative force.
  • The analysis details how different narrative groups diagnose the present social order and project normative visions for the future.
  • Our findings suggest a need for policies grounded in pragmatic approaches, moving beyond deterministic imaginaries of AI.

Abstract

This paper examines how competing sociotechnical imaginaries of artificial intelligence (AI) risk shape governance decisions and regulatory constraints. Drawing on concepts from science and technology studies, we analyse three dominant narrative groups: existential risk proponents, who emphasise catastrophic AGI scenarios; accelerationists, who portray AI as a transformative force to be unleashed; and critical AI scholars, who foreground present-day harms rooted in systemic inequality. Through an analysis of representative manifesto-style texts, we explore how these imaginaries differ across four dimensions: normative visions of the future, diagnoses of the present social order, views on science and technology, and perceived human agency in managing AI risks. Our findings reveal how these narratives embed distinct assumptions about risk and have the potential to progress into policy-making processes by narrowing the space for alternative governance approaches. We argue against speculative dogmatism and for moving beyond deterministic imaginaries toward regulatory strategies that are grounded in pragmatism.

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Cite This Study

Oldenburg et al. (2025) studied this question.

synapsesocial.com/papers/68f19f1ade32064e504dda8fhttps://doi.org/10.1609/aies.v8i2.36686
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