AI RESEARCH
Explainable AI needs formalization
arXiv CS.AI
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ArXi:2409.14590v5 Announce Type: replace-cross 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 state, XAI itself needs scrutiny. Popular methods cannot reliably answer relevant questions about ML models, their