The aim of the this workbook is to provide a series of resources; contextual information, methods and approaches, to the area of assessment construction and implementation.
This project presents an innovative engineering assessment framework integrating generative AI through a poster portfolio, AI reflection, and oral interview. It supports critical thinking, validation skills, and ethical AI use, and is designed for undergraduate engineering educators and students in project-based learning contexts.





