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Tech It Up Today

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The Next AI Revolution Won't Happen on Your Screen For the last few years, the AI revolution has mostly lived inside a screen. You type a question. AI answers. You give it an image. AI analyzes it. You ask for code. AI writes it. You ask it to create something. AI generates it. But what happens when AI no longer needs to stay inside the screen? What happens when AI gets a body? That shift is already being called physical AI or embodied AI : systems that can perceive their surroundings, reason about them and act in the physical world. Researchers describe this as a fundamentally harder problem than simply generating text or images because the real world is unpredictable. And in 2026, the technology is moving rapidly from demonstrations toward commercial applications. AI Is Learning to Touch Reality A chatbot can tell you how to pick up a strawberry. A robot has to actually pick it up. That sounds simple until you consider everything involved. How hard should it gr...

AWS Is Spending $1 Billion to Bring AI Engineers Directly to Customers

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The artificial intelligence race is entering a new phase. For the past few years, technology companies have focused on building powerful AI models, launching new tools, and expanding cloud infrastructure. The competition has largely centered on who could create the most advanced technology. Now the focus is shifting. The next challenge is helping businesses actually use that technology. Amazon Web Services, better known as AWS, has announced a $1 billion investment in a new Forward Deployed Engineering unit designed to work directly with customers as they build and deploy AI systems. The initiative will be staffed by thousands of Forward Deployed Engineers, or FDEs, who will collaborate closely with businesses to solve real-world AI challenges. It is a major investment. More importantly, it signals where the AI industry may be heading next. What Is a Forward Deployed Engineer? The title may sound technical, yet the concept is surprisingly simple. A Forward Deployed Engineer is not just...

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