Beyond API Keys: Why AI Agents Demand Ephemeral SVIDs
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Beyond API Keys: Why AI Agents Demand Ephemeral SVIDs Cover visual demonstrating the architectural evolution from static, vulnerable API keys to dynamic, short-lived cryptographic SVIDs. Picture this: It’s 2:00 AM on a rainy …
Unlocking Rotational Dynamics via data-RoPE
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Unlocking Rotational Dynamics via data-RoPE A physical gyroscopic model illustrating how data-dependent RoPE restores continuous complex rotational dynamics to real-valued state space architectures. Late one evening in early 2024, sitting over a rapidly …
Beyond Jailbreaking: Why Direct Prompt Injection is Now Arbitrary Code Execution
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. When we gave LLMs “hands” to execute code, we turned words into weapons. I. The Hook: The “Chatbot” Era is Over, and so is “Jailbreaking” Grab a cup of masala tea — extra …
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 …
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