Search Results for author: Mireia Yurrita

Found 3 papers, 2 papers with code

An Empirical Exploration of Trust Dynamics in LLM Supply Chains

no code implementations25 May 2024 Agathe Balayn, Mireia Yurrita, Fanny Rancourt, Fabio Casati, Ujwal Gadiraju

In particular, a limited number of relevant trustors (e. g., end-users) and trustees (i. e., AI systems) have been considered, and empirical explorations have remained in laboratory settings, potentially overlooking factors that impact human-AI relationships in the real world.

A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities

1 code implementation17 Oct 2022 Andrea Tocchetti, Lorenzo Corti, Agathe Balayn, Mireia Yurrita, Philip Lippmann, Marco Brambilla, Jie Yang

Despite the impressive performance of Artificial Intelligence (AI) systems, their robustness remains elusive and constitutes a key issue that impedes large-scale adoption.

Towards a multi-stakeholder value-based assessment framework for algorithmic systems

1 code implementation9 May 2022 Mireia Yurrita, Dave Murray-Rust, Agathe Balayn, Alessandro Bozzon

We, therefore, contribute to current ML auditing practices with an assessment framework that visualizes closeness and tensions between values and we give guidelines on how to operationalize them, while opening up the evaluation and deliberation process to a wide range of stakeholders.

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