Artificial Intelligence (AI) is transforming numerous sectors, profoundly impacting task performance and decision-making processes. However, as AI's prevalence increases, so does the need for trustworthiness, i.e., ensuring that AI applications operate as intended and meet required quality standards.

As Gen AI technology, particularly Large Language Models (LLMs), continues to shape industries across sectors, it is crucial to understand how these applications perform in real-world scenarios and assess their overall quality and trustworthiness.

Over the past months, I attended more than 10 AI conferences, including PAKcon, the AIAI Summit, the AI & Data Summit, the Trustworthy AI Forum, and AICon.