Polynize Cognitive Engineering Lab 101.4
Helping Students to Think Better

I want to share how I helped my son go from 44% to 80% in exams. He understood the work, but his results didn't reflect it. He did not need more study — he just needed to improve the way he thinks.
- Shourov Bhattacharya — Parent, engineer, Polynize CEO
Lab
Live Online Broadcast
Wednesday 25th Feb · 4pm AEDT
30 minutes
Shourov Bhattacharya Hosted by Shourov Bhattacharya
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Structured Thinking Protocol

When students learn how to think, performance follows.

Over 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.

Arjun

Proven Results.

"In 25 days I have improved from 44% to 85%. Way better than practice exams."
— Arjun, Year 12 Biology

Backed by Research.

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.

Download Paper
Machine-Human Learning Loop Graph
Shourov Bhattacharya

Shourov Bhattacharya

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.

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Polynize Cognitive Engineering Lab 101.4

Helping Students to Think Better

Structured Thinking Protocol
REGISTER NOW

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