Deploying MobileNetV3 on NXP i.MX8MP: A Complete Edge AI Workflow for Handwritten Digit Recognition

This article details how to port and run the MobileNetV3 model on the NXP i.MX8MP embedded platform to achieve the function of handwritten digit recognition. From dataset import, model training and validation to TensorFlow Lite quantization and deployment, it fully demonstrates the usage process of the eIQ Portal tool. Through this case, readers can quickly learn … Read more

The Multi-Agent AI Revolution: Why Your Next Enterprise System Should Be Serverless

I’ve been building AI systems for the better part of a decade, and I can tell you this – most enterprise AI deployments are disasters waiting to happen. Not because the AI is bad, Claude and GPT-4 are very impressive, but because we’re building them like it’s still 2015. Recently, I was exploring how to build AI agents that could handle complex enterprise workflows. Simple enough in theory, right? Users ask questions, AI coordinates multiple services, everyone’s happy. Except enterprise AI is never simple. The typical requirements are brutal: handle thousands of concurrent users, integrate with legacy systems, maintain … Read more

Beyond Data: The Rising Need for AI Security

While interacting with my mentor regarding a TechXchange talk, I came across a framework called DeepEval, an open source LLM evaluation framework. As we continued discussing the need for such a frameworks in the modern LLM building, we came to a cross road where AI security meets its predecessor Data security. This article is an … Read more

I Built a Press Release AI Prompt That Journalists Actually Read—Here’s the Complete System

You know that feeling when you spend hours crafting the perfect press release, only to have it completely ignored by journalists? I’ve been there more times than I care to admit. The problem isn’t your news story—it’s how you’re communicating it. Most AI prompts for press releases give you generic, promotional fluff that journalists immediately … Read more

UAE’s Bitcoin Mining Breakthrough – The Opportunity Tonga Missed (But Can Still Seize)

A Dedication to Lord Fusitu’a and the Tonga Constitutional 150th Celebration In memory of a visionary, a friend, and one of the brightest minds I have known. Lord Fusitu’a’s life was filled with controversy, as are the lives of most who dare to challenge the status quo and advocate for bold change. But brilliance and … Read more

Holography Light: Justification and Future Theory

Table of Links Prologue Diagrammatic(s) Rules Straight-forward Eikonal Legacy Bosonization Wonton Holography Holographic Propagators Strange Cuprates Stranger Things Epilogue Epilogue Importantly, even a perfect match between the holographic and some other (believed to be comparatively better established) results would not provide a firm justification for the holographic technique itself. Indeed, any results obtained under the … Read more

Non-Fermi Liquids: Diverse NFL Scaling Behaviors

Table of Links Prologue Diagrammatic(s) Rules Straight-forward Eikonal Legacy Bosonization Wonton Holography Holographic Propagators Strange Cuprates Stranger Things Epilogue Stranger Things The propagator (21) obtained with the use of (44) was shown to develop three distinct FS [44], thus hinting at flattening of the renormalized fermion dispersion and bringing about an intrinsic instability towards the … Read more

Your AI Co-Pilot Needs a Human Boss: Building a Real Human-in-the-Loop Workflow for Logistics

Stop thinking of AI as a black box that spits out answers. The real power comes when you architect a system where the human is the final, strategic checkpoint. Let’s build one to solve a real-world logistics nightmare. The Great Resignation wasn’t just about paychecks; it was a mass rejection of mundane, soul-crushing work. As … Read more