mlsanityData to 7 Oct 2026

The Economics of p(doom): Scenarios of Existential Risk and Economic Growth in the Age of Transformative AI

arXiv 2503.07341 ↗First posted 10 Mar 2025econ.GN cs.AI q-fin.ECcited by 2

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Abstract (arXiv)

Recent advances in artificial intelligence (AI) have led to a wide range of predictions about its long-term impact on humanity. A central focus is the potential emergence of transformative AI (TAI), eventually capable of outperforming humans in all economically valuable tasks and fully automating labor. Discussed scenarios range from unprecedented economic growth and abundance ("post-scarcity" or "cornucopia") to human extinction after a misaligned TAI takes over ("AI doom"). However, the probabilities and implications of these scenarios remain highly uncertain. We contribute by organizing the various scenarios and evaluating their associated existential risks and economic outcomes in terms of aggregate welfare. Our results imply that even low-probability catastrophic outcomes justify substantial investments in AI safety and alignment research. This result highlights that current global efforts in AI safety and alignment research are insufficient relative to the scale and urgency of the risks posed by TAI.

Key facts. Cited by 2 papers in the map (data through 7 Oct 2026). Builds on 12 of its 97 references that are in the map. First posted on arXiv 10 Mar 2025.

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12 of 97 references.

References · 12

  1. 2024Alignment faking in large language modelscited by 316
  2. 2018Categorizing Variants of Goodhart's Lawcited by 132
  3. 2019Optimal Policies Tend to Seek Powercited by 115
  4. 2021Consequences of Misaligned AIcited by 79
  5. 2024Thousands of AI Authors on the Future of AIcited by 48
  6. 2025Gradual Disempowerment: Systemic Existential Risks from Incremental AI Developmentcited by 42
  7. 2023Provably safe systems: the only path to controllable AGIcited by 29
  8. 2023TASRA: a Taxonomy and Analysis of Societal-Scale Risks from AIcited by 25
  9. 2024Two Types of AI Existential Risk: Decisive and Accumulativecited by 21
  10. 2024Scenarios for the Transition to AGIcited by 13
  11. 2025Why do Experts Disagree on Existential Risk and P(doom)? A Survey of AI Expertscited by 2
  12. 2023Transformative AGI by 2043 is <1% likelycited by 1

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Citing papers per year: 2025: 1; 2026: 1.

2 papers.