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1-REGULATING MACHINE LEARNING By Gary E. Marchant

Regulating Machine Learning

Artificial intelligence using machine-learning (“AI/ML”) is already providing countless benefits to society, but is also presenting some risks and concerns that require governance.  Yet,...
2-REGULATING MACHINE LEARNING: THE CHALLENGE OF HETEROGENEITY By Cary Coglianese

Regulating Machine Learning: The Challenge of Heterogeneity

Machine learning, or artificial intelligence, refers to a vast array of different algorithms that are being put to highly varied uses, including in transportation,...
3-EMERGING AI REGULATORY ECOSYSTEMS: IMPLICATIONS FOR BUSINESSES AND REGULATORS By Danni Yu & Benjamin Cedric Larsen

Emerging AI Regulatory Ecosystems: Implications for Businesses and Regulators

Different AI regulatory regimes are currently emerging across Europe, the United States, China, and elsewhere. But what do these new regulatory regimes mean for...
4-REGULATING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING By Heather Sussman, Ian Adams & Nur Lalji

Regulating Artificial Intelligence and Machine Learning

Artificial Intelligence (“AI”) and machine learning (“ML”) have the potential to create breakthrough advances in a range of industries, but they also raise novel...
5-PRINCIPLES OF DIGITAL LAW AND ETHICS By Thomas Freeman & Dr. Aaron McKain

Principles of Digital Law and Ethics

As more personal data is collected and more decisions that affect individuals are automated, individual rights are increasingly threatened. The legal system and society...
6-REGULATING MACHINE LEARNING BY DESIGN By Marco Almada

Regulating Machine Learning by Design

The regulation of digital technologies around the world draws from various regulatory techniques. One such technique is regulation by design, in which regulation specify...

US & EU Sign New Agreement On Artificial Intelligence

The US and EU signed on Friday a new agreement to bolster bilateral collaboration on the development of artificial intelligence to address a host...
Artificial Intelligence

Regulating Artificial Intelligence Requires Balancing Rights, Innovation

By Bishop Garrison, Biden-Harris Transition Team Across the technology industry, artificial intelligence (AI) has boomed over the last year. Lensa went viral creating artistic avatar artwork...
Artificial Intelligence Incentives To Innovate And Competition Policy

The Politics of Regulating Artificial Intelligence Technologies: A Competition State Perspective

By Regine Paul, Dept of Government. This chapter introduces and critically evaluates alternative conceptualizations of public regulation of AITs in what is still a nascent...

Netherlands Asks Watchdog To Regulate Bias In Artificial Intelligence

The Dutch child benefits scandal showed the devastation that algorithms can cause, which is why the Netherlands government wants to ensure that citizens can...
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