312 citations
- Goethe University FrankfurtDE3 papers
- Institute on GovernanceCA3 papers
- Mila - Quebec Artificial Intelligence InstituteCA2 papers
- University of CambridgeGB2 papers
- University of OxfordGB2 papers
- University of TorontoCA2 papers
- Center for Information TechnologyUS1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Epoch Biosciences (United States)US1 paper
- Harvard University PressUS1 paper
- Leverhulme TrustGB1 paper
- Massachusetts Institute of TechnologyUS1 paper
9 papers
On Regulating Downstream AI Developers
Sophie Williams, Jonas Schuett, Markus Anderljung
Foundation models - models trained on broad data that can be adapted to a wide range of downstream tasks - can pose significant risks, ranging from intimate image abuse, cyberattac…
From Principles to Rules: A Regulatory Approach for Frontier AI
Jonas Schuett, Markus Anderljung, Alexis Carlier +2
Several jurisdictions are starting to regulate frontier artificial intelligence (AI) systems, i.e. general-purpose AI systems that match or exceed the capabilities present in the m…
Black-Box Access is Insufficient for Rigorous AI Audits
Stephen Casper, Carson Ezell, Charlotte Siegmann +18
External audits of AI systems are increasingly recognized as a key mechanism for AI governance. The effectiveness of an audit, however, depends on the degree of access granted to a…
Frontier AI developers need an internal audit function
Jonas Schuett
This article argues that frontier artificial intelligence (AI) developers need an internal audit function. First, it describes the role of internal audit in corporate governance: i…
Auditing large language models: a three-layered approach
Jakob Mökander, Jonas Schuett, Hannah Rose Kirk +1
Large language models (LLMs) represent a major advance in artificial intelligence (AI) research. However, the widespread use of LLMs is also coupled with significant ethical and so…
Three lines of defense against risks from AI
Jonas Schuett
Organizations that develop and deploy artificial intelligence (AI) systems need to manage the associated risks - for economic, legal, and ethical reasons. However, it is not always…