Cognitive Engineering Lab 101.4
Hosted by Shourov BhattacharyaOver the years, I've seen the same pattern again and again. Many students understand the material, but struggle to show it clearly in exams, assignments, or real work. Others perform well, but feel stressed or inconsistent because they don't have a reliable way to organise their thinking.
This protocol captures the simple thinking loop I used to help my son — and that I now see working for students at every level.
"In 25 days I have improved from 44% to 85%. Way better than practice exams."— Arjun, Year 12 Biology
This protocol applies the same powerful feedback and optimization principles that accelerate machine learning. This isn't just personalized learning; it's the first scientifically validated system that makes learning as systematic and effective as training AI models.
With 25+ years in computer science, robotics, engineering, and education, Shourov has dedicated his life to unlocking every human's potential through technology. Polynize was born from years of working directly with real students in diverse learning environments and testing what really works.
Cognitive Engineering Lab 101.4
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