Contestability without recourse: post-decision safeguards for disabled learners in AI-supported educational decision-making
This paper argues that while current discourse on AI in special education prioritizes decision fairness, it critically neglects the essential need for post-decision contestability mechanisms that allow disabled learners to challenge or alter consequential outcomes, a gap evidenced by the absence of appeal procedures in existing literature despite legal presumptions of recourse.