Inverting the Priority Stack: Rights-Based AI Tutoring for Special Education Through Structural Design

Current AI-enabled educational technology for special education optimizes for district compliance ratherthan student learning, treating the child as a data subject and the parent as a notification endpoint, apattern the critical literature on the datafication of education has documented for over a decade. Teacherin the Loop (TITL) is a patent-pending, design-stage AI tutoring platform built exclusively for specialeducation that inverts this priority structure: the student receives Socratic instruction calibrated to theircognitive profile, the parent controls engagement frequency through a portal grounded in IDEA 2004, theteacher retains pedagogical authority backed by a contractual anti-displacement clause, and the districtreceives compliance documentation as an automatic byproduct rather than the system’s purpose. The paperoperationalizes this inversion through six rights-based features, each embedding a specific protection atthe structural layer rather than as a configurable option. Drawing on meta-analytic evidence for intelligenttutoring and on research showing that algorithmic classification errors carry heavier consequences for thestudents least equipped to absorb them, it argues that placing children’s rights in the architecture, ratherthan bolting them onto systems designed for institutional convenience, produces better outcomes for everystakeholder.