Riaz

MindTrace is an Agentic Cognitive Diagnostic Engine that addresses the fundamental flaw of the existing AI education solutions: while chatbots provide feedback on what a student did wrong, they cannot pinpoint the reason behind such flawed reasoning. MindTrace provides analysis of the step-by-step solution in mathematics, utilizes its own JavaScript math-referee that eliminates any hallucinations on the part of AI, and produces structured JSON with a visual representation of the conceptual barrier that stands in the way of the student. The multi-tier memory is provided by Firebase, which builds a persistent profile of each user. On request for a new task, the AI scans the profile and suggests a specific problem.