Perspectives on Learning & Leadership
If AI Is Strategic, Education Cannot Remain Peripheral
Artificial Intelligence is no longer discussed only in terms of apps, chatbots, or classroom tools. It is increasingly framed as infrastructure — economic infrastructure,...
Perspectives on Learning & Leadership
A National AI Tutor Without a National AI System
Recently, the government introduced Bharat Bodhan AI, a plan to use artificial intelligence in everyday studying — explaining lessons, giving practice questions, checking answers,...
Perspectives on Learning & Leadership
Engineering Colleges Are Being Used to Park Students, Not Prepare Them
Why many Tier-2 and Tier-3 institutions have quietly changed their roleEvery year, millions of students enter engineering colleges in India with a simple expectation:...
Perspectives on Learning & Leadership
What Nvidia’s Bet on OpenAI Means for Education
A student preparing for an exam uses ChatGPT to understand a topic that did not make sense in class. Another uses it to improve...
Perspectives on Learning & Leadership
Merit vs Seat Wastage: Why Medical Education Is Trapped in a False Choice
Every year, when NEET PG medical counselling reveals thousands of vacant seats, the same argument resurfaces: either admission standards must be relaxed, or precious...
Perspectives on Learning & Leadership
Who Decides for Students? The Problem with Higher Education Regulation
In January 2026, the UGC notified the Promotion of Equity in Higher Education Institutions Regulations, 2026, a legally enforceable framework aimed at combating caste-based...
Perspectives on Learning & Leadership
Why the UGC Guidelines Risk Harming General Category Students
In January 2026, the University Grants Commission (UGC) notified its Promotion of Equity in Higher Education Institutions Regulations, 2026, a sweeping set of rules...
Perspectives on Learning & Leadership
The Real Harm of EdTech Isn’t Technology — It’s the Decisions We’ve Stopped Making
Over the last decade, technology has become the default answer to almost every educational problem - access, scale, engagement, quality, even equity. New platforms...
Latest news
How AI Search Is Changing Educational Content
For nearly two decades, the rules of content discovery remained largely unchanged. Users typed keywords into a search engine,...
Raising AI-Ready Kids – A Practical Guide for Parents and Educators
Artificial intelligence is no longer something children will encounter one day in the future — it's already part of...
If AI Is Strategic, Education Cannot Remain Peripheral
Artificial Intelligence is no longer discussed only in terms of apps, chatbots, or classroom tools. It is increasingly framed...
Must read
How AI Search Is Changing Educational Content
For nearly two decades, the rules of content discovery...
Raising AI-Ready Kids – A Practical Guide for Parents and Educators
Artificial intelligence is no longer something children will encounter...
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