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Representation Engineering: A Top-Down Approach to AI Transparency [PDF]
In this paper, we identify and characterize the emerging area of representation engineering (RepE), an approach to enhancing the transparency of AI systems that draws on insights from cognitive neuroscience.
Andy Zou+20 more
semanticscholar +1 more source
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap [PDF]
The rise of powerful large language models (LLMs) brings about tremendous opportunities for innovation but also looming risks for individuals and society at large.
Q. Liao, J. Vaughan
semanticscholar +1 more source
Expanding Explainability: Towards Social Transparency in AI systems [PDF]
As AI-powered systems increasingly mediate consequential decision-making, their explainability is critical for end-users to take informed and accountable actions. Explanations in human-human interactions are socially-situated.
Upol Ehsan+4 more
semanticscholar +1 more source
Fine Structure Constant Defines Visual Transparency of Graphene [PDF]
There are few phenomena in condensed matter physics that are defined only by the fundamental constants and do not depend on material parameters. Examples are the resistivity quantum, h/e2 (h is Planck's constant and e the electron charge), that appears ...
R. Nair+7 more
semanticscholar +1 more source
The lack of transparency is one of the artificial intelligence (AI)'s fundamental challenges, but the concept of transparency might be even more opaque than AI itself.
A. Kiseleva, D. Kotzinos, P. Hert
semanticscholar +1 more source
Background Transparency and accountability are essential components at all stages of the trade negotiation process. This study evaluates the extent to which these principles were upheld in the United States’ public consultation process during the ...
Anna S. Y. Wong+2 more
doaj +1 more source
COVID-19 and sustainable development in Somalia/Somaliland
The research aimed to understand the impact of COVID-19 and responses to it on sustainable development in Somalia and its breakaway region Somaliland. It explored how sustainable development could be protected and promoted through, during and as a method
Eric Herring+9 more
doaj +1 more source
Medicine donations: a review of policies and practices
Background To help promote the effective delivery of drug donations, the World Health Organization (WHO) developed the Guidelines for Medicine Donations.
Hannah Permaul Flores+4 more
doaj +1 more source
Demystify False Dilemmas to Speak About Corruption in Health Systems: Different Actors, Different Perspectives, Different Strategies; Comment on “We Need to Talk About Corruption in Health Systems” [PDF]
The call of the editorial of the International Journal of Health Policy and Management regarding the “Need to talk about corruption in health systems” is spot on.
Karen Hussmann
doaj +1 more source
Re-evaluation of Public Companies from a Jurisprudential and Legal Point of View [PDF]
Transparency of information and up-to-dateness of financial statements of joint-stock companies is one of the important elements in realizing market efficiency.
Amirhossein Esesami, Zahra Shiri
doaj +1 more source