Artificial Intelligence and Democracy: A Conceptual Framework

The growing influence of industry in AI research

(2023) Nur Ahmed et al.   SCIENCE

Artificial intelligence and the public arena

(2023) Andreas Jungherr et al.   COMMUNICATION THEORY

Regulating Government AI and the Challenge of Sociotechnical Design

(2023) David Freeman Engstrom et al.   Annual Review of Law and Social Science

AI and Global Governance: Modalities, Rationales, Tensions

(2023) Michael Veale et al.   Annual Review of Law and Social Science

Automation, Digitalization, and Artificial Intelligence in the Workplace: Implications for Political Behavior

(2022) Aina Gallego et al.   Annual Review of Political Science

The Thick Machine: Anthropological AI between explanation and explication

(2022) Anders Kristian Munk et al.   Big Data & Society

The politics of AI: democracy and authoritarianism in developing countries

(2022) Fernando Filgueiras   Journal of Information Technology & Politics

Human-level play in the game of Diplomacy by combining language models with strategic reasoning

(2022) et al.   SCIENCE

Understanding Echo Chambers and Filter Bubbles: The Impact of Social Media on Diversification and Partisan Shifts in News Consumption

(2021) Brent Kitchens et al.   MIS QUARTERLY

Toward Causal Representation Learning

(2021) Bernhard Scholkopf et al.   PROCEEDINGS OF THE IEEE

A Survey on Bias and Fairness in Machine Learning

(2021) Ninareh Mehrabi et al.   ACM COMPUTING SURVEYS

Demographics and Automation

(2021) Daron Acemoglu et al.   REVIEW OF ECONOMIC STUDIES

Rethinking Democratic Innovations: A Look through the Kaleidoscope of Democratic Theory

(2021) Hans Asenbaum   Political Studies Review

How social network sites and other online intermediaries increase exposure to news

(2020) Michael Scharkow et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Human-centered redistricting automation in the age of AI

(2020) Wendy K. Tam Cho et al.   SCIENCE

Algorithmic Fairness: Choices, Assumptions, and Definitions

(2020) Shira Mitchell et al.   Annual Review of Statistics and Its Application

The seven tools of causal inference, with reflections on machine learning

(2019) Judea Pearl   COMMUNICATIONS OF THE ACM

Dissecting racial bias in an algorithm used to manage the health of populations

(2019) Ziad Obermeyer et al.   SCIENCE

Streamlining bioactive molecular discovery through integration and automation

(2018) Shiao Chow et al.   Nature Reviews Chemistry

A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

(2018) David Silver et al.   SCIENCE

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Automating drug discovery

(2017) Gisbert Schneider   NATURE REVIEWS DRUG DISCOVERY

Semantics derived automatically from language corpora contain human-like biases

(2017) Aylin Caliskan et al.   SCIENCE

Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments

(2017) Alexandra Chouldechova   Big Data

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

The Parable of Google Flu: Traps in Big Data Analysis

(2014) D. Lazer et al.   SCIENCE

The Automation of Science

(2009) Ross D. King et al.   SCIENCE