This concise guide considers and details the importance of embedding ongoing feedback approaches, as well as presenting tips to help achieve this.
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.





