#explainable ai
Explainable Ai: 4 AI articles covering explainable ai news, analysis, and research
Articles
TraCE: Trajectory-Aware Concepts for Explainable Video Understanding⭐8
TraCE discovers trajectory-based motion concepts for explainable video understanding, delivering interpretable action recognition and VQA with minimal accuracy ...
Faithfulness Without Anchors: A Position Paper on the Structural⭐9
Explainable AI faithfulness metrics have five major shortcomings that misalign feature importance explanations with model behavior, limiting trustworthiness qua...
An Explainable Header-Centric Framework for Large-Scale Semantic⭐8
An explainable header-centric framework for metadata-only semantic table interpretation maps headers to 39 types, detects data quality issues, and evaluates 120...
Intuition and AI: Why Human Judgment Still Matters in the Age of⭐9
As AI spreads through 2026 workflows, human intuition—rooted in lived experience and pattern recognition—still beats algorithms where ambiguity, context, and va...