The foundation model transparency index

R Bommasani, K Klyman, S Longpre, S Kapoor… - arxiv preprint arxiv …, 2023 - arxiv.org
Foundation models have rapidly permeated society, catalyzing a wave of generative AI
applications spanning enterprise and consumer-facing contexts. While the societal impact of …

Outsider oversight: Designing a third party audit ecosystem for ai governance

ID Raji, P Xu, C Honigsberg, D Ho - Proceedings of the 2022 AAAI/ACM …, 2022 - dl.acm.org
Much attention has focused on algorithmic audits and impact assessments to hold
developers and users of algorithmic systems accountable. But existing algorithmic …

The data revolution and economic analysis

L Einav, J Levin - Innovation Policy and the Economy, 2014 - journals.uchicago.edu
Many believe that “big data” will transform business, government, and other aspects of the
economy. In this article we discuss how new data may impact economic policy and …

More than you wanted to know: The Failure of Mandated Disclosure

O Ben-Shahar, CE Schneider - 2014 - torrossa.com
This book began at lunch. We were casually discussing our research, which we had thought
must be far apart. What could two scholars, one of law-and-economics and private law (Ben …

Regulatory monitors

R Van Loo - Columbia Law Review, 2019 - JSTOR
Like police officers patrolling the streets for crime, the front lines for most large business
regulators—Environmental Protection Agency engineers, Consumer Financial Protection …

The missing regulatory state: Monitoring businesses in an age of surveillance

R Van Loo - Vand. L. Rev., 2019 - HeinOnline
Information is the" lifeblood" of effective governance. 1 In the wake of major crises
throughout history-bank failures that threatened the North's ability to fund the Civil War, oil …

Rise of the digital regulator

R Van Loo - Duke LJ, 2016 - HeinOnline
The administrative state is leveraging algorithms to influence individuals' private decisions.
Agencies have begun to write rules to shape for-profit websites such as Expedia and have …

Toward a reputation state: The social credit system project of China

X Dai - Available at SSRN 3193577, 2018 - papers.ssrn.com
The ongoing “reputation revolution,” as it refers to the widespread adoption of reputation
tracking and analytics, is now seeing its frontier shifting from the “reputation society” to the …

Performance-based consumer law

LE Willis - U. Chi. L. Rev., 2015 - HeinOnline
In a growing number of consumer transactions today, firms exploit consumer confusion and
promote poor buying choices. The resulting transactions are often lousy, whether one uses …

Market structure, reputation, and the value of quality certification

DW Elfenbein, R Fisman, B McManus - American Economic Journal …, 2015 - aeaweb.org
Quality certification programs help consumers identify high-quality products or sellers in
markets with information asymmetries. Using data from eBay UK's online marketplace, we …