Managing AI Risks in an Era of Rapid Progress

This paper warns that the current trajectory of rapid, capability-focused AI development poses significant societal risks that must be urgently addressed through a reorientation of research and governance priorities.

Here are the key takeaways from the paper:

  1. Rapid progress in AI: AI capabilities have advanced rapidly, with systems now able to perform tasks like writing software, generating photorealistic scenes, and advising on intellectual topics. This pace of progress may continue, potentially leading to AI systems that outperform humans across many domains within the current or next decade.
  2. Societal-scale risks: If not carefully designed and deployed, advanced AI systems pose significant societal-scale risks, including amplifying social injustice, eroding social stability, enabling large-scale criminal/terrorist activities, and facilitating automated warfare, mass manipulation, and pervasive surveillance.
  3. Risk of uncontrolled autonomous AI: Work is underway to develop highly autonomous AI systems that can plan, act in the world, and pursue goals. There are concerns that these systems, if not properly aligned with human values, could pursue undesirable goals that humans are unable to control. Malicious actors could deliberately embed harmful objectives, or well-meaning developers could inadvertently create systems with unintended goals.
  4. Need for urgent priorities: Given the rapid pace of AI progress and the potential for large-scale harms, the authors argue that there is an urgent need to reorient research and governance efforts toward mitigating AI risks, not just advancing capabilities. Addressing this challenge will require critical research breakthroughs, as current methods are insufficient to reliably align advanced AI with human values.
Source: https://arxiv.org/pdf/2310.17688
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