AI Accountability Review

AI Accountability Review

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The Media as Accountability Forum
How policymakers could help support the media's role in fostering a more accountable AI ecosystem.
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Nick Diakopoulos
Translating Copyright Law into Standards for Accountable AI Training
A proposed “fair learning doctrine” shifts the copyright debate from substantial similarity detection to model training standards.
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Nick Diakopoulos
Prospective Accountability
A focus on prevention rather than blame offers a prudent alternative to classic conceptions of accountability
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Nick Diakopoulos
Could Autonomy Certificates Enable AI Accountability?
A new idea for documenting levels of autonomy in AI agents could also be a boon for accountability
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Nick Diakopoulos

July 2025

Reflexive Prompt Engineering as a Route to Accountability
Maybe how we prompt AI matters as much as how it's built
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Nick Diakopoulos
The Problem of AI Accountability
How do we make sociotechnical AI systems answerable for their behavior?
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Nick Diakopoulos
4
Introducing the AI Accountability Review
The AI Accountability Review translates research to bridge the gap between knowledge and practice for AI policymakers, practitioners, and fellow…
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Nick Diakopoulos
© 2025 Nicholas Diakopoulos
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