2023

Risk assessment at AGI companies: A review of popular risk assessment techniques from other safety-critical industries

Koessler, Leonie, Schuett, Jonas

Understand

Companies like OpenAI, Google DeepMind, and Anthropic have the stated goal of building artificial general intelligence (AGI) - AI systems that perform as well as or better than humans on a wide variety of cognitive tasks.

  • However, there are increasing concerns that AGI would pose catastrophic risks.
  • In light of this, AGI companies need to drastically improve their risk management practices.
  • To support such efforts, this paper reviews popular risk assessment techniques from other safety-critical industries and suggests ways in which AGI companies could use them to assess catastrophic risks from AI.

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  • ( \bibnodate

    Center for Security and Emerging Technology

    Cited in the paper.

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    Centre for Interdisciplinary Risk and Innovation Research

    Cited in the paper.

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    European Foresight Platform

    Cited in the paper.

  • ( \bibnodate

    Good Judgment

    Cited in the paper.

  • ( \bibnodate

    Google

    Cited in the paper.

  • ( \bibnodate

    HFACS

    Cited in the paper.

  • ( \bibnodate

    RAND

    Cited in the paper.

  • ( \bibnodate

    UK Information Commissioner’s Office

    Cited in the paper.

  • ( \bibnodate

    Wikipedia

    Cited in the paper.

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