---
id: 20261013-T0-05
title: "Faithfulness Without Anchors: A Position Paper on the Structural Misalignments of Explainable AI Faithfulness Metrics for Feature Importance"
url: https://ai.daily.yangsir.net/daily/20261013-T0-05
issue_date: 2026-10-13
publish_date: 2026-10-12T04:00:00.000Z
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2610.12493
---

# Faithfulness Without Anchors: A Position Paper on the Structural Misalignments of Explainable AI Faithfulness Metrics for Feature Importance

arXiv:2610.12493v1 Announce Type: new Abstract: Explainable Artificial Intelligence (XAI) tools have often been presented as methods to increase trust in machine learning models by making aspects of their algorithms more human-understandable. However, evidence accumulated over the last decade points

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2610.12493)

**详情页**：https://ai.daily.yangsir.net/daily/20261013-T0-05

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