cs.CY · 2026-07-28 · No. 67

Computers and Society, 2026-07-28.

2 new papers in cs.CY. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

2 entries
  1. 01

    Regulating for AI Legitimacy

    Gilad Abiri

    cs.CY · cs.AI

    AI systems already govern. They rank speech and allocate attention, filter applicants and triage claims. The dominant frame for AI governance, alignment, asks whether such systems pursue the right objectives safely. It cannot answer a prior question: by what right are those objectives set and enforced? This Article argues that legitimacy is an autonomous regulatory objective, distinct from alignment and not secured by it. Legitimacy here is...

    arxiv.org/abs/2607.24391 · PDF

  2. 02

    Beyond Local Inspection: Global, Guideline-Grounded Evaluation of Post-hoc XAI Methods for ECG Classification

    Nils Gumpfer, Michael Guckert, Samuel Sossalla, Birgit Aßmus, Jennifer Hannig

    cs.CY · cs.LG

    Explainable AI (XAI) is used to assess whether artificial intelligence models rely on meaningful patterns, yet explanations that appear plausible for individual predictions may systematically misrepresent model behavior. This is particularly problematic in medicine, where models may rely on irrelevant signal characteristics rather than disease-specific patterns without being recognizable. We address this challenge using electrocardiogram...

    arxiv.org/abs/2607.24035 · PDF

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