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07/27/2023
Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback
Reinforcement learning from human feedback (RLHF) is a technique for tra...
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07/07/2023
AI and the EU Digital Markets Act: Addressing the Risks of Bigness in Generative AI
As AI technology advances rapidly, concerns over the risks of bigness in...
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06/12/2023
Accountability Infrastructure: How to implement limits on platform optimization to protect population health
Attention capitalism has generated design processes and product developm...
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05/27/2023
Optimization's Neglected Normative Commitments
Optimization is offered as an objective approach to resolving complex, r...
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03/20/2023
Dynamic Documentation for AI Systems
AI documentation is a rapidly-growing channel for coordinating the desig...
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02/23/2023
Beyond Bias and Compliance: Towards Individual Agency and Plurality of Ethics in AI
AI ethics is an emerging field with multiple, competing narratives about...
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06/20/2022
How to Assess Trustworthy AI in Practice
This report is a methodological reflection on Z-Inspection^. Z-Inspectio...
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05/15/2022
Sociotechnical Specification for the Broader Impacts of Autonomous Vehicles
Autonomous Vehicles (AVs) will have a transformative impact on society. ...
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04/22/2022
Reward Reports for Reinforcement Learning
The desire to build good systems in the face of complex societal effects...
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02/11/2022
Choices, Risks, and Reward Reports: Charting Public Policy for Reinforcement Learning Systems
In the long term, reinforcement learning (RL) is considered by many AI t...
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06/10/2021
Hard Choices in Artificial Intelligence
As AI systems are integrated into high stakes social domains, researcher...
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04/26/2021
Axes for Sociotechnical Inquiry in AI Research
The development of artificial intelligence (AI) technologies has far exc...
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02/04/2021
AI Development for the Public Interest: From Abstraction Traps to Sociotechnical Risks
Despite interest in communicating ethical problems and social contexts w...
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04/15/2020
Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims
With the recent wave of progress in artificial intelligence (AI) has com...
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11/20/2019