AI Sustainability in Practice Part One: Foundations for Sustainable AI Projects

David Leslie, Cami Rincon, Morgan Briggs, Antonella Perini, Smera Jayadeva +8 more
2/19/2024
cs.CYcs.AIcs.HC

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Abstract

Sustainable AI projects are continuously responsive to the transformative effects as well as short-, medium-, and long-term impacts on individuals and society that the design, development, and deployment of AI technologies may have. Projects, which centre AI Sustainability, ensure that values-led, collaborative, and anticipatory reflection both guides the assessment of potential social and ethical impacts and steers responsible innovation practices. This workbook is the first part of a pair that provides the concepts and tools needed to put AI Sustainability into practice. It introduces the SUM Values, which help AI project teams to assess the potential societal impacts and ethical permissibility of their projects. It then presents a Stakeholder Engagement Process (SEP), which provides tools to facilitate proportionate engagement of and input from stakeholders with an emphasis on equitable and meaningful participation and positionality awareness.

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Cite this paper

@article{leslie2024sustainability,
  title  = {AI Sustainability in Practice Part One: Foundations for Sustainable AI Projects},
  author = {David Leslie and Cami Rincon and Morgan Briggs and Antonella Perini and Smera Jayadeva and Ann Borda and SJ Bennett and Christopher Burr and Mhairi Aitken and Michael Katell and Claudia Fischer and Janis Wong and Ismael Kherroubi Garcia},
  year   = {2024},
  eprint = {2403.14635},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2403.14635v1}
}

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