Efficiency Assessment · Causal Explanation · Personalized Support
Powered by MRCD — Multilevel Residual-based Causal Diagnostic Methodⓘ
πΣ∫f(x)Δσ²±θ
Ready to diagnose
Hello! I'm **MathEff-Agent**, an AI specialized in math learning efficiency diagnostics.
I don't focus on raw scores — I care about **how efficiently learning inputs are converted into outcomes, relative to peers in similar conditions**.
👉 **Toggle your role** (Student / Teacher) in the top-right corner — I'll tailor my responses to your needs. You can chat with me, describe a learning situation, or upload data files for a comprehensive diagnostic. How can I help?