Why Language Models Are “Lost in the Middle”
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Our most powerful AIs can read a library of information, but they often forget what’s in the middle chapters. Let’s talk about the weirdest, most hilarious, and frankly, most important problem in AI …
Safeguarding Sparse AI: A Framework for Responsible MoE Governance
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. The secret to the new magic in AI isn’t magic. It’s a brilliant, chaotic, and slightly terrifying management restructuring. Let’s talk about magic. No, not the pull-a-rabbit-from-a-hat kind. I’m talking about the new …
The Future of AI is Verifiable Thought
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. The ultimate goal isn’t just a more powerful AI, but one whose thought processes are as clear as glass. A few years ago, my kickboxing coach was trying to teach me a spinning …
Master AI Engine Optimization (AEO) and its 3 sub-fields: LLMO, GEO, and AAIO.
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. The age of SEO is over. The new era of AI Engine Optimization has begun. Alright, grab your cup of chai, pull up a chair, and let’s talk. Because the internet as you …
The Future is Transparent: 3 Shifts in GenAI Explainability and Self-Justifiability
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. We’ve built the most powerful tools in history, but we can’t always see how the magic happens. The Chef in the Black Box Picture this. You’re in the world’s most advanced hospital. A …
Your GenAI is 81.7% More Persuasive Than Your Best (Human) Friend
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. A visual metaphor for an AI’s ability to subtly reshape human thought, reflecting the core finding that personalized AI is significantly more persuasive than human counterparts. I. That 81.7% Figure Should Stop You …
1 in 5 Adults Have Tried AI Romance. Here’s the Danger
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. In a world of infinite connection, we’ve engineered the perfect illusion to keep us perfectly alone. Let me pull back the curtain on something. A few years ago, when I was representing Microsoft …
The 5% Playbook: Turning Generative AI Potential into Provable Business Value
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Generative AI: The Trillion-Dollar Illusion and the 95% Reality Gap. The $1 Trillion Question: Why Are 95% of GenAI Projects Failing? Picture this: I’m sipping my cardamom tea, minding my business, when I …
Your Users Trust AI: Is That Trust Misplaced Without Strong Moderation?
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Is the Trust Your Customer’s Places on Your AI, Misplaced Without Strong Moderation? Alright folks, grab your favorite ethically sourced, fair-trade coffee, because we need to have a chat. A serious chat. The …
The Illusion of Neutrality: Unpacking the Biases Hidden Within Gen AI’s Black Box
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Alright, buckle up, folks! Dr. Sewak here, ready to dive into a topic that’s got more layers than a quantum onion: bias in Generative AI. We often hear about the ‘intelligence’ of these …
Vibe Coding: Prompt It, Got It, Regret It? The Risks of the Vibe Trend You Haven’t Spotted
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Alright folks, let’s talk about the latest buzzword that’s got the tech world humming, buzzing, and occasionally, stumbling: Vibe Coding. If you’ve been anywhere near the digital water cooler (or, let’s be honest, …
GenAI Adversarial Testing and Defenses: Flower Nahi, Fire Style Security. Unleash the Pushpa of Robustness for Your LLMs!
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Section 1: Introduction — The GenAI Jungle: Beautiful but Dangerous Namaste, tech enthusiasts! Dr. Mohit here, ready to drop some GenAI gyaan with a filmi twist. Think of the world of Generative AI …
Arbitration for AI: A New Frontier in Governing Uncensored Models
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. AI Justice League: When models go wild, arbitration calls for backup! Hey there, future AI whisperers and digital dynamos! Dr. Sewak here, your friendly neighborhood AI researcher, and today we are diving deep …
Copyright Policies for AI-Generated Content: The Global Landscape
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Copyrighting the Clones: Is AI the Future Picasso or Just a Fancy Photocopier? Let’s come straight to the point and kick things off with a place you know pretty well — good ol’ …
DeepSeek R1: The AI Playing Hide-and-Seek with Security… in a Glass House
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. DeepSeek R1 — AI in a Security Glass House 1️⃣ Introduction: Welcome to the AI Security Circus 🎪 “If AI security were a game of hide-and-seek, DeepSeek R1 would be hiding behind a …
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