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 point…
Read the full story at arXiv cs.AI ↗
Timeline · 1 report
- 2026-10-12 04:00 · arXiv cs.AI
Faithfulness Without Anchors: A Position Paper on the Structural Misalignments of Explainable AI Faithfulness Metrics for Feature Importance
More stories
- SpaceXAI's Grok: What's free in 2026 and what isn't? — Engadget
- AI Essay Using LOTR Allegory — r/ArtificialInteligence
- intelligence and gray areas — r/AI_Agents
- gave my agent its own email inbox, things i'd do differently — r/AI_Agents
- Any legally unrestricted AI models? — r/AI_Agents
- Any AI agent that surpasses any current agent? — r/AI_Agents
- Noticed a weird thing — r/OpenAI
- Who Gets to Audit Frontier AI? The White House Accord's Missing Definition — Unite.AI
Get the daily brief of stories like this at 6:30 every morning →