MikaLabs/Research
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Publications

Research notes and writing from the team.

Short research notes on the engineering behind Mika — routing, gap detection, evaluation — alongside a less-formal blog where the team writes about what we're learning as the platform grows.

Blog
assessmentevidence

AI-Resilient, Not AI-Resistant: The Research Behind Mika's Evidence of Learning Engine

Part three of the Mika Labs research series. An AI-resistant task tries to keep the tool out and fails the moment the wall does. An AI-resilient task stays valid either way — the evidence behind the Evidence of Learning Engine.
September 12, 2026·31 minRead→
Ahmed Zraiqat
Blog
pedagogyevidence

Why a Grade Tells You Almost Nothing: The Science Behind Mika's Diagnostic Loop

Part two of the Mika Labs research series. Why a grade tells you almost nothing about why a student got something wrong — and the diagnose-confront-retest loop we built to actually find out.
May 27, 2026·15 minRead→
Asma Mughrabi, Ahmed Zraiqat
Blog
pedagogyevidence

The Science Behind Mika: Why We Built a STEM Tutor That Draws, Withholds, and Adapts

What six decades of learning research says about visual, interactive AI — and the design choices we made because of it.
May 27, 2026·12 minRead→
Ahmed Zraiqat
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