Emerging Practices in Frontier AI Safety Frameworks
Fuente:
arXiv
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| Auteurs principaux: | , , |
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| Format: | Preprint |
| Publié: |
2025
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| _version_ | 1866912263292583936 |
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| author | Buhl, Marie Davidsen Bucknall, Ben Masterson, Tammy |
| author_facet | Buhl, Marie Davidsen Bucknall, Ben Masterson, Tammy |
| contents | As part of the Frontier AI Safety Commitments agreed to at the 2024 AI Seoul Summit, many AI developers agreed to publish a safety framework outlining how they will manage potential severe risks associated with their systems. This paper summarises current thinking from companies, governments, and researchers on how to write an effective safety framework. We outline three core areas of a safety framework - risk identification and assessment, risk mitigation, and governance - and identify emerging practices within each area. As safety frameworks are novel and rapidly developing, we hope that this paper can serve both as an overview of work to date and as a starting point for further discussion and innovation. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_04746 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Emerging Practices in Frontier AI Safety Frameworks Buhl, Marie Davidsen Bucknall, Ben Masterson, Tammy Computers and Society Artificial Intelligence As part of the Frontier AI Safety Commitments agreed to at the 2024 AI Seoul Summit, many AI developers agreed to publish a safety framework outlining how they will manage potential severe risks associated with their systems. This paper summarises current thinking from companies, governments, and researchers on how to write an effective safety framework. We outline three core areas of a safety framework - risk identification and assessment, risk mitigation, and governance - and identify emerging practices within each area. As safety frameworks are novel and rapidly developing, we hope that this paper can serve both as an overview of work to date and as a starting point for further discussion and innovation. |
| title | Emerging Practices in Frontier AI Safety Frameworks |
| topic | Computers and Society Artificial Intelligence |
| url | https://arxiv.org/abs/2503.04746 |