Assess ability to select, design, implement, and evaluate formative assessment strategies (e.g., minute papers, polling, peer review, concept maps, low‑stakes quizzes) to increase engagement and learning outcomes in graduate STEM seminars; includes aligning assessments with learning objectives, adapting to diverse learners, integrating timely feedback, analyzing evidence of impact, and recommending iterative improvements.