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Don't worship AI, work with it

Artificial Intelligence is no longer the future — it’s here, and it's reshaping how we think, work, and build. But for many people, especially those without a background in coding, AI can feel intimidating. Here's the good news: you don’t need to be a software developer to use AI tools like ChatGPT. In fact, if you understand problems and have ideas — AI can be your most powerful partner. LLMs: The Mind That Has Read Everything Imagine this: you’ve studied 10 books on a topic. Your friend has studied 30. Clearly, your friend might know a bit more. Now imagine a model that has read millions of books, research papers, and internet pages across every field imaginable — from quantum mechanics to philosophy to architecture to car repair manuals. That’s what a large language model (LLM) like ChatGPT has been trained on. This is why it can answer questions, generate code, write summaries, translate languages, simulate conversations, and even explain tough engineeri...
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Grammar No Longer Governs Genius: How AI Is Ending Language Politics

Language has always been more than just a medium of communication. It is a carrier of identity, access, and — most importantly — power. When we look at how power is distributed globally, it's easy to forget how central language is to this equation. The influence of a language often parallels the economic dominance of its speakers. English, for instance, owes much of its global status not just to colonial legacy, but to the economic and technological supremacy of the US and UK. But this linguistic power has long created inequality in unexpected ways — especially in countries like India, where language often acts as an invisible filter, separating the privileged from the marginalized. Let me illustrate this with something I observed firsthand. In Kolkata, one of my school teachers came from a tribal background. His knowledge was deep, and if you spoke to him, you'd instantly sense his insight and compassion. But his English wasn’t fluent — a limitation that often over...

Prompt Engineering Is Communication ! Period !!!

As engineers, we take pride in solving problems. We optimize systems, debug code, design robust architectures, and think in terms of precision and logic. But there’s one skill that quietly makes or breaks everything — a skill often underestimated in technical circles: communication . Yes, I’m talking about the good old art of expressing ideas clearly. This blog is a reflection on how communication – especially in the age of AI and prompt engineering – is becoming a non-negotiable skill, and how my own experience as an engineer (and a former theatre student) shaped this realization. The Engineering Mindset: Facts First, Communication Later? Engineering teaches us to focus on accuracy, efficiency, and function. We’re trained to get things right . But when it comes to sharing what’s in our mind — whether in design discussions, stakeholder meetings, or team emails — we often falter. Why? Because we tend to think logic alone should be enough . But here’s the truth: if o...

Self-Healing Materials: A Revolution in Engineering and a Challenge to Business Models

For centuries, engineers and scientists have sought to develop materials that are stronger, more durable, and more resilient to environmental stress. Yet, no matter how advanced a material may be, it inevitably suffers from wear and tear. Bridges develop cracks, aircraft components degrade under extreme conditions, and electronic devices break down over time. Traditionally, such damage requires human intervention—maintenance, repair, or replacement. But what if materials could repair themselves, just as human skin heals after an injury? This question has driven the emerging field of self-healing materials , a groundbreaking area of research that promises to transform multiple industries by making materials more sustainable, cost-effective, and resilient. Inspired by nature, these materials have the ability to autonomously detect and repair damage , enhancing the lifespan and reliability of infrastructure, vehicles, electronics, and even biomedical devices. However, while the technol...