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On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model
We clarify the distinction between the concepts of prediction and decision and show the different ways in which these two elements influence the final fairness properties of a prediction-based decision system.
Artificial Intelligence across Europe: A Study on Awareness, Attitude and Trust
This paper presents the results of an extensive study investigating the opinions on Artificial Intelligence (AI) of a sample of 4, 006 European citizens from eight distinct countries (France, Germany, Italy, Netherlands, Poland, Romania, Spain, and Sweden).
On some Foundational Aspects of Human-Centered Artificial Intelligence
The burgeoning of AI has prompted recommendations that AI techniques should be "human-centered".
European Strategy on AI: Are we truly fostering social good?
In this paper, we present an ongoing study on how European countries are approaching the field of Artificial Intelligence, with its promises and risks, through the lens of their national AI strategies.
On Social Machines for Algorithmic Regulation
Autonomous mechanisms have been proposed to regulate certain aspects of society and are already being used to regulate business organisations.
Machine Decisions and Human Consequences
As we increasingly delegate decision-making to algorithms, whether directly or indirectly, important questions emerge in circumstances where those decisions have direct consequences for individual rights and personal opportunities, as well as for the collective good.
