Results 91 to 100 of about 2,429 (194)

Interpretable Machine Learning: A Comprehensive Review of Foundations, Methods, and the Path Forward

open access: yesWIREs Data Mining and Knowledge Discovery, Volume 16, Issue 1, March 2026.
This systematic review of 352 studies establishes a comprehensive taxonomy for Interpretable Machine Learning, transitioning from foundational intrinsic models to advanced deep learning explanations. It reveals a critical paradigm shift toward “mechanistic interpretability” and actionable recourse, emphasizing that future AI systems must be rigorously ...
Shimon Fridkin, Michael Bendersky
wiley   +1 more source

From simplification to sophistication: Secondary students' conceptual change in understanding machine learning model decision making

open access: yesBritish Journal of Educational Technology, Volume 57, Issue 2, Page 423-442, March 2026.
Abstract As artificial intelligence (AI) reshapes the educational landscape, promoting AI literacy in secondary education has become increasingly important. Understanding how secondary students perceive AI, particularly the machine learning (ML) decision‐making process, is critical for equipping them to navigate an AI‐driven future.
Liu Dong   +4 more
wiley   +1 more source

Artificial Intelligence as an Organizing Capability Arising from Human‐Algorithm Relations

open access: yesJournal of Management Studies, Volume 63, Issue 2, Page 335-365, March 2026.
Abstract In this article, we move beyond the prevailing view of artificial intelligence (AI) as an independent entity within organizations, which, we argue, risks obscuring potential explanations of the effects of AI on organizing. Drawing on posthumanism, we propose an ontological shift in conceptualizing AI.
Marta Stelmaszak   +2 more
wiley   +1 more source

The Acceleration of Artificial Intelligence: Rethinking Organization and Work in an Era of Rapid Technological Change

open access: yesJournal of Management Studies, Volume 63, Issue 2, Page 285-314, March 2026.
Abstract Artificial intelligence (AI) is transforming the epistemic, interactional, and institutional foundations of contemporary organizations, yet management and organization studies are only beginning to theorise the implications of this shift. Existing research often treats “AI” as a singular construct, despite the fact that predictive, generative,
Dominic Chalmers   +4 more
wiley   +1 more source

Integration as a Precondition for Enfranchisement? Swiss Public Opinion on Noncitizen Voting Rights

open access: yesSwiss Political Science Review, Volume 32, Issue 1, Page 5-35, March 2026.
Abstract In recent decades, as growing numbers of noncitizen residents remain excluded from the electorate, the question of who should be included in the electorate has gained prominence in both political and academic debates. Drawing on theories of integration and immigrant attitudes, I explore whether Swiss voters would consider integration criteria ...
Alyssa M. Taylor
wiley   +1 more source

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