EthicsAccountabilityTransparencycs.CY
AI Ethics and Governance in Practice: An Introduction
David Leslie, Cami Rincon, Morgan Briggs, Antonella Perini, Smera Jayadeva, Ann Borda, SJ Bennett, Christopher Burr, Mhairi Aitken, Michael Katell, Claudia Fischer
February 19, 2024
Social Science Research Network
6 citations
1 influential
Key Takeaways
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Ethics requires practical implementation, not just principles: The paper introduces the PBG Framework as a concrete, multi-tiered governance model that helps project teams actually integrate ethical values into their work, rather than treating ethics as an abstract concept separate from development.
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AI's long-term societal impact demands proactive governance: The authors emphasize that AI systems can have "transformative and long-term effects on individuals and society," making it essential to manage these impacts responsibly from the start rather than addressing problems after deployment.
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Documentation and accountability are central to responsible AI: The framework includes "clear mechanisms for demonstrating and documenting" ethical practices, suggesting that transparency and the ability to show how ethical decisions were made is a key component of responsible AI governance.
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Governance should be integrated into innovation processes: Rather than treating ethics and governance as separate oversight functions, the paper advocates for embedding them directly into how project teams work and innovate, making ethical considerations a "first priority" throughout development.
Abstract
AI systems may have transformative and long-term effects on individuals and society. To manage these impacts responsibly and direct the development of AI systems toward optimal public benefit, considerations of AI ethics and governance must be a first priority. In this workbook, we introduce and describe our PBG Framework, a multi-tiered governance model that enables project teams to integrate ethical values and practical principles into their innovation practices and to have clear mechanisms for demonstrating and documenting this.