AI Evolution in Educational Assessments

This chapter explores the progress and challenges of AI capabilities in educational assessments, focusing on the Aristo project and its remarkable performance improvements on standardized science exams from 2016 to 2019. It discusses the limitations of assessing intelligence through standardized tests, including issues of biases and adversarial testing. Additionally, the chapter emphasizes the importance of advancing natural language processing models towards deeper understanding and common sense reasoning.