The New Players: AI Models as the New Security Guards


 Look, it’s 2026, and if I’m being honest, the internet feels a bit like a high-speed train where nobody is actually in the driver's seat.

I’ve spent the last few years living and breathing code—from late nights trying to get the encryption right on the Poruswallet to figuring out how to make the Get Scroll app actually reward people without getting cheated by bots. Being a 25-year-old developer in Indore isn’t just about sitting in a dark room typing; it’s about navigating a world that is moving so fast it’s starting to blur.

Lately, I’ve been getting asked a lot about where AI and Crypto are heading. People want the "technical" answer, but honestly? The technical answer is boring. What matters is the human reality of it. We’re at a point where you either own the tech you use, or the tech owns you.

Here is my unfiltered take on the mess we’re in, the "toys" we’re playing with, and how I’m trying to stay sane while building the future.

Why I’m Obsessed with the Hardware Under My Desk

A lot of my friends think I’m crazy because I spend a fortune on GPUs and local storage. They say, "Anubhav, just use the cloud! It’s easier."

But here’s the thing: using a cloud AI is like keeping your brain in someone else’s office. Every time you ask a big-name AI to help you fix a bug in your proprietary code, you’re essentially whispering your best ideas into the ear of a giant corporation.

I use Ollama to run models like Llama 4 and Phi-3 right here in my office. Why? Because I want the "Remote Control."

  • The "Indore Fiber" Problem: We’ve all been there. You’re in a flow state, the code is coming together, and then... the internet goes out. If your "brain" is in the cloud, you’re done for the day. If it’s on your desk, you don’t even notice.

  • Privacy isn't a Buzzword: It’s my business. When I’m working on Envision Education Academy, I’m dealing with student data and unique teaching methods. I don’t want that being used as "training data" for some Silicon Valley billionaire’s next project.

My advice? If you’re a developer, stop buying the thinnest, prettiest laptop. Buy the one with the most VRAM. In 2026, your "intelligence" is limited by your memory bandwidth. Don’t be a tenant; be a homeowner.

The Crypto "Circus" and the Indian Hustle

Let’s talk about the elephant in the room: Crypto in India.

It’s tough. Between the 1% TDS on every trade and the 30% tax, the government has basically told us, "We don't want you day-trading." And you know what? Fine.

I tell people all the time: stop trying to be a "trader" and start being a builder. The market is flooded with new coins every single day—half of them are just AI-generated hype with a pretty logo. I’ve seen it with my media project, Dark Garbage—the amount of synthetic "hype" out there is insane.

When we were building the reward logic for my apps, I realized people don't want a "revolutionary decentralized autonomous ecosystem." They want to earn a bit of value for their time, and they want it to work as easily as UPI.

  • The Filter: If you see a coin that has a 50-page whitepaper but no actual code on GitHub, walk away.

  • The Goal: Use crypto as a "tool" to solve a problem. If it’s just a gamble, it’s not tech; it’s a casino.

Cyber Security: The Guard Dog vs. The Ghost

Security in 2026 isn't about firewalls anymore. It’s about AI-on-AI warfare.

Hackers are now using "Offensive AI" to find holes in your code faster than any human could. They use deepfakes to pretend to be someone they aren't. My father, Shailendra, and my sister, Anushka, have both asked me about these weird calls that sound exactly like people we know. It’s scary.

My view? Your security needs to be a "Guard Dog." I run local AI models that just sit there and watch my server logs for Dark Garbage and Envision.

  • The Danger: We’re trusting AI to fix our code automatically. But what happens if the AI "hallucinates" and opens a backdoor?

  • The Fix: You still need a human in the loop. I use AI to flag the problems, but I’m the one who signs off on the fix. Never let the machine hold the only key to the safe.

My Hard-Earned Advice for 2026

I’m only 25, so I’m not going to pretend I have all the answers. But I’ve built enough things to know what keeps the lights on.

  1. Build a "Personal Brain": I save everything—every snippet of code, every design thought, every mistake I’ve made. I feed it into my local AI (using RAG). Now, when I’m stuck, my AI doesn't just give me a generic answer; it tells me how I solved it two years ago. It’s the ultimate productivity hack.

  2. Passkeys > Passwords: If you’re still using a password for your crypto or your GitHub, you’re asking for trouble. Use hardware keys. AI can guess a password, but it can’t steal a physical USB key sitting in your drawer.

  3. Stay Human: It’s easy to get lost in the "Fog" of AI-generated content. Spend time away from the screen. Talk to your family. My best ideas for Envision didn't come from a prompt; they came from talking to actual students about what they find difficult.

  4. Optimize for the "Indian Reality": Don’t build for Silicon Valley. Build for the guy in a Tier-2 city who has a shaky 5G connection and needs to pay for his tea using a digital asset. That’s where the real innovation is.

The Bottom Line

At the end of the day, 2026 is about Ownership.

Don't let your data become someone else's product. Don't let your code become a black box you don't understand. And don't let the hype of a new altcoin blind you to the fact that real value takes time to build.

I’m going to keep building from Indore, keeping my servers local, and making sure that at the end of the day, I’m the one holding the remote control. We’re creating some incredible things, but let’s make sure we’re building a future that’s actually fit for humans to live in.

Stay sharp, keep your gear close, and don't believe everything the "Ghost in the Silicon" tells you.


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