In the words of the authors, “this project sought to address a key issue in third level Teaching and Learning, that of assessment and assessment feedback. Assessment strategies have been shown to have a large impact on shaping how students learn and how they develop key employability skills. Learning from best practice nationally and internationally, and research from staff, students and quality documents, this project has developed a set of recommendations which will enhance practices in, and experiences of, assessments and feedback in TU Dublin”.
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.





