"I Don't Know" -- Towards Appropriate Trust with Certainty-Aware Retrieval Augmented Generation

Daan Di Scala, Maaike de Boer, Pınar Yolum

Achieving the right amount of trust in AI systems is important, but challenging. The problem is exacerbated with the rise of Large Language Models (LLMs) as they provide human-leve…