2 citations · 4 across the 6 of their papers we have counts for
12 papers
CIRCLE: A Framework for Evaluating AI from a Real-World Lens
Reva Schwartz, Carina Westling, Morgan Briggs +12
This study proposes CIRCLE, a six-stage, lifecycle-based framework to bridge the reality gap between model-centric performance metrics and AI system outcomes in deployment. Current…
Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
Reva Schwartz, Rumman Chowdhury, Akash Kundu +17
Conventional AI evaluation approaches concentrated within the AI stack exhibit systemic limitations for exploring, navigating and resolving the human and societal factors that play…
AI Sustainability in Practice Part Two: Sustainability Throughout the AI Workflow
David Leslie, Cami Rincon, Morgan Briggs +10
The sustainability of AI systems depends on the capacity of project teams to proceed with a continuous sensitivity to their potential real-world impacts and transformative effects.…
AI Ethics and Governance in Practice: An Introduction
David Leslie, Cami Rincon, Morgan Briggs +8
AI systems may have transformative and long-term effects on individuals and society. To manage these impacts responsibly and direct the development of AI systems toward optimal pub…
AI Fairness in Practice
David Leslie, Cami Rincon, Morgan Briggs +10
Reaching consensus on a commonly accepted definition of AI Fairness has long been a central challenge in AI ethics and governance. There is a broad spectrum of views across society…
AI Sustainability in Practice Part One: Foundations for Sustainable AI Projects
David Leslie, Cami Rincon, Morgan Briggs +10
Sustainable AI projects are continuously responsive to the transformative effects as well as short-, medium-, and long-term impacts on individuals and society that the design, deve…
Data Justice in Practice: A Guide for Developers
David Leslie, Michael Katell, Mhairi Aitken +7
The Advancing Data Justice Research and Practice project aims to broaden understanding of the social, historical, cultural, political, and economic forces that contribute to discri…
Data Justice Stories: A Repository of Case Studies
David Leslie, Morgan Briggs, Antonella Perini +7
The idea of "data justice" is of recent academic vintage. It has arisen over the past decade in Anglo-European research institutions as an attempt to bring together a critique of t…
Advancing Data Justice Research and Practice: An Integrated Literature Review
David Leslie, Michael Katell, Mhairi Aitken +9
The Advancing Data Justice Research and Practice (ADJRP) project aims to widen the lens of current thinking around data justice and to provide actionable resources that will help p…
Human rights, democracy, and the rule of law assurance framework for AI systems: A proposal
David Leslie, Christopher Burr, Mhairi Aitken +3
Following on from the publication of its Feasibility Study in December 2020, the Council of Europe's Ad Hoc Committee on Artificial Intelligence (CAHAI) and its subgroups initiated…
Artificial intelligence, human rights, democracy, and the rule of law: a primer
David Leslie, Christopher Burr, Mhairi Aitken +3
In September 2019, the Council of Europe's Committee of Ministers adopted the terms of reference for the Ad Hoc Committee on Artificial Intelligence (CAHAI). The CAHAI is charged w…
Explaining decisions made with AI: A workbook (Use case 1: AI-assisted recruitment tool)
David Leslie, Morgan Briggs
Over the last two years, The Alan Turing Institute and the Information Commissioner's Office (ICO) have been working together to discover ways to tackle the difficult issues surrou…