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Showing posts with the label Artificial Intelligence

The Infrastructure War: Why AI Prompting is Dead, and Agentic Environments are Taking Over in 2026

Last week, I noticed something that most users likely brushed off as a minor UI update. I went to tweak a custom model in  Google AI Studio and realized my project files weren't where I left them. They hadn't just been moved to a new folder; they had been migrated out of the general-purpose Google Drive ecosystem entirely and into a dedicated, internal "Apps" environment. To the casual observer, it’s a backend cleanup. To anyone paying attention to the $15 trillion AI economy, it’s the opening shot of the Infrastructure War. We’ve spent the last three years obsessed with "prompt engineering" the idea that if you just find the right magic words, the AI will perform. But in 2026, prompting is officially a commodity. The real battle has shifted to Plumbing. If your AI still lives in a cluttered cloud storage folder, you aren’t building an agent; you’re building a bottleneck. From General Cloud to "App Homes" For years, we treated AI like a fancy docu...

Beyond the Hype: Understanding Generative AI and LLMs (Simply)

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In my last post, we talked about  AI Automation the tools that do the heavy lifting for us. But there’s a question I keep getting: "What is actually powering these tools?" You’ve definitely heard the terms Generative AI and LLMs (Large Language Models) thrown around. They sound like tech,heavy buzzwords, but they are actually the "creative engines" behind the tools we use every day, like ChatGPT, Claude, Midjourney and other models. Let’s strip away the jargon and look at what’s really happening under the hood. What is Generative AI? Traditional AI was " Analytical ." It could look at a photo of a cat and say, "That is a cat." Generative AI (GenAI) is different. It doesn't just recognize things; it creates them. If you ask GenAI for a photo of a cat wearing a space suit on Mars, it will build that image from scratch. Think of GenAI as an artist, a writer, or a musician. It takes everything it has learned from the world and uses it to gener...