Year: 2025
Type: conference-paper
Abstract: As AI rapidly evolves, so too do the guidelines, principles, best practices, standards, and regulations that seek to ensure the responsible development and use of AI systems. This article outlines ten insights from other domains that responsible AI frameworks can draw upon. We highlight the importance of using well-established international human rights standards and emphasize the value of tailoring risk assessment methodologies to suit the AI context, deploying system-wide strategies, and undertaking meaningful and effective stakeholder engagement, amongst other durable learnings. Through a mix of continuity and adaptation of frameworks in other domains—and knowing how and when to deploy each—we chart a more practical, policy-based path that supports the responsible design, development, deployment, and use of AI systems.
Authors: Dunstan Allison-Hope, Patrick Gage Kelley, Reena Jana, Angela McKay, Allison Woodruff
Institution: Google (United States)
Language: English
Subfield: Safety Research
Field: Social Sciences
Domain: Social Sciences
Open Access status: bronze
OpenAlex ID: W4415230099
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