mlsanityData to 7 Oct 2026

AI Horizon Scanning, White Paper p3395, IEEE-SA. Part I: Areas of Attention

arXiv 2410.01808 ↗First posted 13 Sep 2024cs.CY cs.AIcited by 1

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Abstract (arXiv)

Generative Artificial Intelligence (AI) models may carry societal transformation to an extent demanding a delicate balance between opportunity and risk. This manuscript is the first of a series of White Papers informing the development of IEEE-SA's p3995: `Standard for the Implementation of Safeguards, Controls, and Preventive Techniques for Artificial Intelligence (AI) Models', Chair: Marina Cortes (https://standards.ieee.org/ieee/3395/11378/). In this first horizon-scanning we identify key attention areas for standards activities in AI. We examine different principles for regulatory efforts, and review notions of accountability, privacy, data rights and mis-use. As a safeguards standard we devote significant attention to the stability of global infrastructures and consider a possible overdependence on cloud computing that may result from densely coupled AI components. We review the recent cascade-failure-like Crowdstrike event in July 2024, as an illustration of potential impacts on critical infrastructures from AI-induced incidents in the (near) future. It is the first of a set of articles intended as White Papers informing the audience on the standard development. Upcoming articles will focus on regulatory initiatives, technology evolution and the role of AI in specific domains.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 6 of its 65 references that are in the map. First posted on arXiv 13 Sep 2024.

Builds on

6 of 65 references.

References · 6

  1. 2017Attention Is All You Needcited by 59,932
  2. 2023Regulating ChatGPT and other Large Generative AI Modelscited by 102
  3. 2023ChatGPT is not all you need. A State of the Art Review of large Generative AI modelscited by 85
  4. 2024Thousands of AI Authors on the Future of AIcited by 48
  5. 2021Poison Forensics: Traceback of Data Poisoning Attacks in Neural Networkscited by 37
  6. 2022On the Horizon: Interactive and Compositional Deepfakescited by 13

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