AI Accountability Review
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Experimenting with AI in a Living Literature Review
From automating conference scrapes to stress-testing synthesis: a look at how AI tools like NotebookLM and OpenAI’s Agent mode support—and struggle…
Feb 9
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Nick Diakopoulos
2
January 2026
A Critique of Transparency Provisions in NY’s RAISE Act (1.0)
Following in California’s footsteps, New York’s RAISE Act attempts to mandate AI transparency
Jan 26
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Nick Diakopoulos
3
1
Closing Information Gaps via AI Transparency
Policymakers need to establish rigorous standards that prioritize information quality and the specific needs of accountability forums
Jan 5
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Nick Diakopoulos
5
2
December 2025
Gaps in First-Party and Third-Party AI Model Evaluations
AI accountability would be supported by more consistent and comprehensive model transparency
Dec 2, 2025
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Nick Diakopoulos
2
November 2025
AI Ethics Principles and Accountability
To move from high-level values to effective accountability, we still need to bridge the gap between abstractions and quantifiable, data-driven metrics.
Nov 25, 2025
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Nick Diakopoulos
1
Informing AI Accountability with Public Perceptions
By studying perceptions of risk, benefit, and moral alignment, we can design policies that reflect collective values and assign responsibility in a…
Nov 5, 2025
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Nick Diakopoulos
October 2025
Transparency Needs for AI Agent Accountability
A new framework proposes a detailed approach to incident analysis, outlining the specific data developers should log to close the accountability gap for…
Oct 28, 2025
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Nick Diakopoulos
Networked AI Accountability
How different forums contributed to producing accountability in the Dutch welfare scandal.
Oct 14, 2025
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Nick Diakopoulos
1
1
How California’s New AI Law Supports Accountability
California's new AI law takes a "better safe than sorry" approach, creating prospective accountability for catastrophic risks from the world's most…
Oct 1, 2025
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Nick Diakopoulos
1
2
September 2025
Robots.txt as a Lever for AI Accountability
Could common law around contracts and negligence provide for legal accountability?
Sep 23, 2025
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Nick Diakopoulos
1
1
SEC 10-K Disclosures as a Route to Corporate AI Accountability?
There's some value to them, but policy needs to call for more specific statements
Sep 16, 2025
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Nick Diakopoulos
August 2025
The Media as Accountability Forum
How policymakers could help support the media's role in fostering a more accountable AI ecosystem.
Aug 26, 2025
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Nick Diakopoulos
2
1
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