Anticipatory Ethics and the Role of Uncertainty
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Abstract (arXiv)
Making conjectures about future consequences of a technology is an exercise in trying to reduce various forms of uncertainty. Both to produce and reason about these conjectures requires understanding their potential limitations. In other words, we need systematic ways of considering uncertainty associated with given conjectures for downstream consequences. In this work, we frame the task of considering future consequences as an anticipatory ethics problem, where the goal is to develop scenarios that reflect plausible outcomes and their ethical implications following a technology's introduction into society. In order to shed light on how various forms of uncertainty might inform how we reason about a resulting scenario, we provide a characterization of the types of uncertainty that arise in a potential scenario-building process.
Key facts. Cited by 8 papers in the map (data through 14 Oct 2026). First posted on arXiv 26 Nov 2020.
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Citing papers per year: 2021: 1; 2022: 0; 2023: 0; 2024: 5; 2025: 1; 2026: 1.
8 papers.
- 2021Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Supportcited by 63
- 2024Farsight: Fostering Responsible AI Awareness During AI Application Prototypingcited by 28
- 2024BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologiescited by 6
- 2024Simulating Policy Impacts: Developing a Generative Scenario Writing Method to Evaluate the Perceived Effects of Regulationcited by 5
- 2025Scenarios in Computing Research: A Systematic Review of the Use of Scenario Methods for Exploring the Future of Computing Technologies in Societycited by 2
- 2024Evaluating the Capabilities of LLMs for Supporting Anticipatory Impact Assessmentcited by 0
- 2024Towards Leveraging News Media to Support Impact Assessment of AI Technologiescited by 0
- 2026Informing AI Policy Assessment using Large-Scale Simulation of Interventionscited by 0
- 2026Informing AI Policy Assessment using Large-Scale Simulation of Interventions20 Apr 2026
- 2025Scenarios in Computing Research: A Systematic Review of the Use of Scenario Methods for Exploring the Future of Computing Technologies in Society5 Jun 2025
- 2024Towards Leveraging News Media to Support Impact Assessment of AI Technologies4 Nov 2024
- 2024Simulating Policy Impacts: Developing a Generative Scenario Writing Method to Evaluate the Perceived Effects of Regulation15 May 2024
- 2024BLIP: Facilitating the Exploration of Undesirable Consequences of Digital Technologies10 May 2024
- 2024Farsight: Fostering Responsible AI Awareness During AI Application Prototyping23 Feb 2024
- 2024Evaluating the Capabilities of LLMs for Supporting Anticipatory Impact Assessment31 Jan 2024
- 2021Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support10 Dec 2021