Of the many issues that loomed large in 2025, the continued rise of artificial intelligence was one of the most inescapable. Time Magazine named “the architects of AI” as its person of the year, featuring tech titans like Sam Altman and Jensen Huang. Meanwhile, Merriam-Webster dictionary’s word of the year was “slop,” in honor of the low-quality, AI-generated content that’s …

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[Submitted on 22 Sep 2024 (v1), last revised 9 Jan 2026 (this version, v4)] View a PDF of the paper titled Explainable AI needs formalization, by Stefan Haufe and 6 other authors View PDF HTML (experimental) Abstract:The field of “explainable artificial intelligence” (XAI) seemingly addresses the desire that decisions of machine learning systems should be human-understandable. However, in its current …