The remarkable strides in artificial intelligence (AI), exemplified by ChatGPT, have unveiled a wealth of opportunities and challenges in assessment. Applying cutting-edge large language models (LLMs) and generative AI to assessment holds great promise in boosting efficiency, mitigating bias, and facilitating customized evaluations. Conversely,…

A particular trait of the educational system under socialist reign was accountability at the input side--appropriate facilities, centrally decided curriculum, approved text-books, and uniformly trained teachers--but no control on the output. It was simply assumed that it met the agreed standards, which was, in turn, proven by the statistics…

Test developers have an obligation to create the most appropriate assessment instruments possible as L. J. Kilian argues, but whether they do or not, educators still are responsible for providing test preparation that is professionally ethical and educationally defensible. (SLD)

Guidelines for appropriate test preparation practices are presented to ensure that tests used in high-stakes situations generate scores that represent their domains validly. These guidelines do not rely directly on two evaluative standards proposed by W. J. Popham (1991), although they share the concern for appropriate test preparation. (SLD)