Miranda Bogen
@mbogen.bsky.social
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Director of the AI Governance Lab
@cendemtech.bsky.social
/ responsible AI + policy
reposted by
Miranda Bogen
Helen Toner
2 months ago
AI companies are starting to build more and more personalization into their products, but there's a huge personalization-sized hole in conversations about AI safety/trust/impacts. Delighted to feature
@mbogen.bsky.social
on Rising Tide today, on what's being built and why we should care:
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AI companies are starting to promise personalized assistants that “know you.” We’ve seen this playbook before — it didn’t end well. In a guest post for
@hlntnr.bsky.social
’s Rising Tide, I explore how leading AI labs are rushing toward personalization without learning from social media’s mistakes
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Personalized AI is rerunning the worst part of social media's playbook
The incentives, risks, and complications of AI that knows you
https://open.substack.com/pub/helentoner/p/personalized-ai-social-media-playbook?utm_campaign=post&utm_medium=web
2 months ago
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Miranda Bogen
p. sampson
5 months ago
Personalization is political. Very excited to share a piece I co-authored with
@mbogen.bsky.social
as a Google Public Policy Fellow
@cendemtech.bsky.social
!
cdt.org/insights/its...
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It’s (Getting) Personal: How Advanced AI Systems Are Personalized
This brief was co-authored by Princess Sampson. Generative artificial intelligence has reshaped the landscape of consumer technology and injected new dimensions into familiar technical tools. Search e...
https://cdt.org/insights/its-getting-personal-how-advanced-ai-systems-are-personalized/
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Miranda Bogen
Center for Democracy & Technology
6 months ago
From CDT’s @mbogen.bsky.social: “As #AI companies are racing to put out increasingly advanced systems, they also seem to be cutting more and more corners on safety, which doesn’t add up.”
www.ft.com/content/8...
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OpenAI slashes AI model safety testing time
Testers have raised concerns that its technology is being rushed out without sufficient safeguards
https://www.ft.com/content/8253b66e-ade7-4d1f-993b-2d0779c7e7d8
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reposted by
Miranda Bogen
Center for Democracy & Technology
8 months ago
To truly understand AI’s risks & impacts, we need sociotechnical frameworks that connect the technical with the societal. Holistic assessments can guide responsible AI deployment & safeguard safety and rights. 📖 Read more:
cdt.org/insights/ado...
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Adopting More Holistic Approaches to Assess the Impacts of AI Systems
by Evani Radiya-Dixit, CDT Summer Fellow As artificial intelligence (AI) continues to advance and gain widespread adoption, the topic of how to hold developers and deployers accountable for the AI systems they implement remains pivotal. Assessments of the risks and impacts of AI systems tend to evaluate a system’s outcomes or performance through methods like […]
https://cdt.org/insights/adopting-more-holistic-approaches-to-assess-the-impacts-of-ai-systems/
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reposted by
Miranda Bogen
Center for Democracy & Technology
8 months ago
CDT’s Amy Winecoff + @mbogen.bsky.social new explainer dives into the fundamentals of hypothesis testing, how auditors can apply it to AI systems, & where it might fall short. Using simulations, we show its role in detecting bias in a hypothetical hiring algorithm.
cdt.org/insights/hyp...
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Hypothesis Testing for AI Audits
Introduction AI systems are used in a range of settings, from low-stakes scenarios like recommending movies based on a user’s viewing history to high-stakes areas such as employment, healthcare, finance, and autonomous vehicles. These systems can offer a variety of benefits, but they do not always behave as intended. For instance, ChatGPT has demonstrated bias […]
https://cdt.org/insights/hypothesis-testing-for-ai-audits/
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reposted by
Miranda Bogen
Center for Democracy & Technology
8 months ago
NEW REPORT: CDT AI Governance Lab’s’s Assessing AI reportAudits looks at the rise of complex automated systems which demand a robust ecosystem for managing risks and ensuring accountability.
cdt.org/insights/ass...
cc:
@mbogen.bsky.social
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Miranda Bogen
Kendra Albert
9 months ago
@upturn.org
is hiring for a research associate! Excellent opportunity to work with some fantastic folks!
www.upturn.org/join/researc...
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Upturn Seeks a Research Associate
This position is ideal for someone who is excited about sharp, interdisciplinary research on a range of topics related to technology, policy, and justice.
https://www.upturn.org/join/research-associate/
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Miranda Bogen
logan koepke
10 months ago
howdy! the Georgetown Law Journal has published "Less Discriminatory Algorithms." it's been very fun to work on this w/ Emily Black, Pauline Kim, Solon Barocas, and Ming Hsu. i hope you give it a read — the article is just the beginning of this line of work.
www.law.georgetown.edu/georgetown-l...
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