The role of explainable AI in the context of the AI Act

C Panigutti, R Hamon, I Hupont… - Proceedings of the …, 2023 - dl.acm.org
The proposed EU regulation for Artificial Intelligence (AI), the AI Act, has sparked some
debate about the role of explainable AI (XAI) in high-risk AI systems. Some argue that black …

[PDF][PDF] Robustness and explainability of artificial intelligence

R Hamon, H Junklewitz… - Publications Office of the …, 2020 - ai-watch.ec.europa.eu
Executive summary In the light of the recent advances in artificial intelligence (AI), the
challenges posed by its use in an everincreasing number of areas have serious implications …

Peeking inside the black-box: a survey on explainable artificial intelligence (XAI)

A Adadi, M Berrada - IEEE access, 2018 - ieeexplore.ieee.org
At the dawn of the fourth industrial revolution, we are witnessing a fast and widespread
adoption of artificial intelligence (AI) in our daily life, which contributes to accelerating the …

Metrics, explainability and the European AI act proposal

F Sovrano, S Sapienza, M Palmirani, F Vitali - J, 2022 - mdpi.com
On 21 April 2021, the European Commission proposed the first legal framework on Artificial
Intelligence (AI) to address the risks posed by this emerging method of computation. The …

Standardizing AI-The Case of the European Commission's Proposal for an Artificial Intelligence Act

M Ebers - The Cambridge handbook of artificial intelligence …, 2021 - papers.ssrn.com
Abstract On April 21, 2021, the European Commission presented its long-awaited proposal
for a Regulation “laying down harmonized rules on Artificial Intelligence”, the so-called …

How the EU can achieve legally trustworthy AI: a response to the European Commission's proposal for an Artificial Intelligence Act

NA Smuha, E Ahmed-Rengers, A Harkens… - Available at SSRN …, 2021 - papers.ssrn.com
This document contains the response to the European Commission's Proposal for an
Artificial Intelligence Act from members of the Legal, Ethical & Accountable Digital Society …

[PDF][PDF] Artificial intelligence act

T Madiega - European Parliament: European Parliamentary …, 2021 - iisf.ie
AI technologies are expected to bring a wide array of economic and societal benefits to a
wide range of sectors, including environment and health, the public sector, finance, mobility …

[HTML][HTML] Connecting the dots in trustworthy Artificial Intelligence: From AI principles, ethics, and key requirements to responsible AI systems and regulation

N Díaz-Rodríguez, J Del Ser, M Coeckelbergh… - Information …, 2023 - Elsevier
Abstract Trustworthy Artificial Intelligence (AI) is based on seven technical requirements
sustained over three main pillars that should be met throughout the system's entire life cycle …

Conformity assessments and post-market monitoring: a guide to the role of auditing in the proposed European AI regulation

J Mökander, M Axente, F Casolari, L Floridi - Minds and Machines, 2022 - Springer
Abstract The proposed European Artificial Intelligence Act (AIA) is the first attempt to
elaborate a general legal framework for AI carried out by any major global economy. As …

Establishing the rules for building trustworthy AI

L Floridi - Ethics, Governance, and Policies in Artificial …, 2021 - Springer
In this chapter, I argue that the European commission's report,'Ethics guidelines for
trustworthy AI', provides a clear benchmark to evaluate the responsible development of AI …