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--- ml:trustworthy_ai [2021/04/29 09:43] – created jmflanig
+++ ml:trustworthy_ai [2025/05/30 17:10] (current) – [Overviews] jmflanig
@@ Line 1: / Line 1: @@
 ====== Trustworthy AI ======
+===== Overviews =====
+  * [[https://arxiv.org/pdf/2107.06641|Liu et al 2021 - Trustworthy AI: A Computational Perspective]]
+  * [[https://arxiv.org/pdf/2110.01167|Li et al 2021 - Trustworthy AI: From Principles to Practices]]
+  * [[https://dl.acm.org/doi/10.1145/3491209|Kaur et al 2022 - Trustworthy Artificial Intelligence: A Review]]
+  * [[https://arxiv.org/pdf/2306.00380|Wu et al 2023 - Survey of Trustworthy AI: A Meta Decision of AI]]
+  * **LLMs**
+    * [[https://arxiv.org/abs/2308.05374|Liu et al 2023 - Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment]]
+===== Papers =====
   * [[https://arxiv.org/pdf/2010.07487.pdf|Jacovi et al 2020 - Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI]]
+===== LLM Trustworthiness =====
+{{media:llm_trustworthy_pillars.png}}\\
+Figure from [[https://trustllm.ai/|here]].
+===== Related Pages =====
+  * [[nlp:Explainability]]
+  * [[nlp:Hallucination and Factivity]]
+  * [[Mechanistic Interpretability]]