Metacognitive Instructional Regulation Agent
Through Critical Dialogue with AI
Constructing human-centered policy positions, moving beyond passive AI adoption.
Synthesizing conflicting stakeholder perspectives into a multidimensional solution.
Building logically robust arguments that anticipate rebuttals and edge cases.
Toulmin Argumentation Integration
Version 2.5.0
Delton City Council
Policy recommendation review regarding the administration's proposal to replace 500 human teachers with AI tutor systems.
Urban Planning 2050
A complex review of municipal development, housing algorithms, and resource allocation.
Interactions within this simulation are logged for Learning Analytics research purposes in accordance with University of North Texas (UNT) IRB guidelines. Principal Investigator: Dr. Ji Hyun Yu.