1Introduction Foundation models have achieved remarkable success in Artificial−Intelligence(AI),with Large Language Models(LLMs)standing out for their powerful natural language capabilities.As LLMs become integrated i...1Introduction Foundation models have achieved remarkable success in Artificial−Intelligence(AI),with Large Language Models(LLMs)standing out for their powerful natural language capabilities.As LLMs become integrated into critical decision-making processes,ensuring their performance is effective,reliable,and aligned with ethical standards is crucial.This raises the paramount question of how to evaluate the trustworthiness of such models.展开更多
文摘1Introduction Foundation models have achieved remarkable success in Artificial−Intelligence(AI),with Large Language Models(LLMs)standing out for their powerful natural language capabilities.As LLMs become integrated into critical decision-making processes,ensuring their performance is effective,reliable,and aligned with ethical standards is crucial.This raises the paramount question of how to evaluate the trustworthiness of such models.