Writing

Frameworks, ideas, and reflections on learning, education, and building things that matter.

Latest Writing

22,2025

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Learning Science & Systems Thinking

March 22, 2025

Learning in Loops: A Simple Model to Think Smarter, Learn Deeper & Act Better

The OAAA Loop — Observe, Analyse, Abstract, Act — and the missing piece that makes it complete. Inspired by a walk through rural Nagaland with Prof. Anil Gupta.

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March 16, 2025

The Constant and Variable Formula: A Framework for Fundamental Thinking

Teach students to separate what must stay fixed from what can change, and you give them a mental model for problem-solving that works across every domain — not just STEM.

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November 8, 2022

Self-Directed Learning and the Reskilling Imperative

Most reskilling programs fail at the same point — they treat learning as something done to employees, not something employees own. Why that distinction changes everything.

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AI & The Future of Learning

March 26, 2025

Precision + Iteration: The New Principles of Self-Learning in the AI Age

AI will not replace people. It will replace people who do not know how to use it effectively. Two principles that separate learners who use AI to think better from those who use it to think less.

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"The best conversations start with curiosity. So does the best writing."

More ideas published regularly on LinkedIn. Follow along for new frameworks and reflections as they develop.


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