Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution 事件

Trustworthy AI Suffers from Invariance Conflicts and Causality is The Solution arXiv:2605.02640v2 Announce Type: replace Abstract: As artificial intelligence (AI), including machine learning (ML) models and foundation models (FMs), are increasingly deployed in high-stakes domains, ensuring their trustworthiness has become a central challenge. However, the core trustworthy AI objectives, such as fairness, robustness, privacy, and explainability, are hard to achieve simultaneously, especially whi