Summative assessments, particularly when set and graded externally, transform the dynamic between teachers and students from adversarial to collaborative. In education systems where teachers directly influence students' opportunities (like college admissions), students may view teachers as enemies when grades fail to meet their needs. Conversely, systems with external evaluations position teachers as supportive coaches, fostering a sense of partnership as they guide students towards meeting standardized expectations. The rise of AI complicates traditional grading practices, as AI tools can assess submissions for originality, leading to potential challenges in ensuring fair and equitable evaluations. The inability of AI to reliably distinguish between human and AI-generated work underscores the need for a shift in assessment approaches to maintain integrity in education.

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