Is Windows 12 Actually Coming? Separating the Leaks From the Facts

Need to Know

Windows 12 rumors keep coming back, but Microsoft is still publicly documenting a Windows 11 roadma…
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Why OpenAI’s Promptfoo Deal Could Matter More Than Its Biggest Launches

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OpenAI buying Promptfoo is not just acquisition news. It is a signal that evaluation, red teaming, …
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AP2 Security in 2026: Can AI Agents Be Trusted to Make Payments?

Software & Development

AP2 security in 2026 is less about protocol branding and more about runtime controls. This practica…
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DeepSeek V4 vs GPT-5: What We Actually Know About the Next Global AI Fight

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DeepSeek V4 vs GPT-5 is not a clean benchmark fight yet. Here is the fact-based comparison on cost,…
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AI Hallucinations Explained: Why AI Makes Things Up and How to Catch It

AI & Robotics

AI hallucinations explained in plain English: why models invent facts, where errors hurt most, and …
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Physical AI Leaves the Screen: Safety, Latency, and Liability Explained

AI & Robotics

Physical AI explained for real-world deployment: what changes when AI controls machines, and how to…
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