This lecture covers a wide range of evaluation methods for interactive systems, focusing on heuristic evaluation and formative evaluation. Heuristic evaluation involves expert reviews based on Nielsen's 10 principles, while formative evaluation aims to understand user behavior through qualitative observation. The lecture also discusses discount evaluation, sumative evaluation, and the importance of error prevention, user control, consistency, and flexibility in system design.