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Black-box access is insufficient for rigorous ai audits
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 …
governance. The effectiveness of an audit, however, depends on the degree of access …
Evaluating the social impact of generative ai systems in systems and society
I Solaiman, Z Talat, W Agnew, L Ahmad… - ar**
Prompt-based interfaces for Large Language Models (LLMs) have made prototy** and
building AI-powered applications easier than ever before. However, identifying potential …
building AI-powered applications easier than ever before. However, identifying potential …
Responsible reporting for frontier AI development
N Kolt, M Anderljung, J Barnhart, A Brass… - Proceedings of the …, 2024 - ojs.aaai.org
Mitigating the risks from frontier AI systems requires up-to-date and reliable information
about those systems. Organizations that develop and deploy frontier systems have …
about those systems. Organizations that develop and deploy frontier systems have …
Visibility into AI agents
Increased delegation of commercial, scientific, governmental, and personal activities to AI
agents—systems capable of pursuing complex goals with limited supervision—may …
agents—systems capable of pursuing complex goals with limited supervision—may …
Not my voice! a taxonomy of ethical and safety harms of speech generators
The rapid and wide-scale adoption of AI to generate human speech poses a range of
significant ethical and safety risks to society that need to be addressed. For example, a …
significant ethical and safety risks to society that need to be addressed. For example, a …
Wordflow: Social prompt engineering for large language models
Large language models (LLMs) require well-crafted prompts for effective use. Prompt
engineering, the process of designing prompts, is challenging, particularly for non-experts …
engineering, the process of designing prompts, is challenging, particularly for non-experts …
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy, Research, and Practice
We articulate fundamental mismatches between technical methods for machine unlearning
in Generative AI, and documented aspirations for broader impact that these methods could …
in Generative AI, and documented aspirations for broader impact that these methods could …
Evaluating ai evaluation: Perils and prospects
J Burden - arxiv preprint arxiv:2407.09221, 2024 - arxiv.org
As AI systems appear to exhibit ever-increasing capability and generality, assessing their
true potential and safety becomes paramount. This paper contends that the prevalent …
true potential and safety becomes paramount. This paper contends that the prevalent …
Securing the future of GenAI: Policy and technology
The rise of Generative AI (GenAI) brings about transformative potential across sectors, but its
dual-use nature also amplifies risks. Governments globally are grappling with the challenge …
dual-use nature also amplifies risks. Governments globally are grappling with the challenge …