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  • Why Edge AI Hardware Is Becoming the Next Competitive Advantage

    Artificial Intelligence has evolved at an incredible pace over the past few years. From large language models to computer vision and predictive analytics, AI software has become increasingly powerful and accessible. But as AI adoption accelerates, I’ve noticed a shift in conversations with customers and partners. The discussion is no longer just about models. It’s…

  • Why most robotics products fail at production stage (not an AI problem)

    Introduction In the robotics and edge AI industry, there is a common assumption: If the AI model works, the product is ready. But in reality, many robotics products fail not because of AI algorithms — but because of system-level engineering challenges that only appear in real-world deployment. After working with industrial wireless systems and edge AI…

  • QCN9274 & QCN6274 Wi-Fi 7 with Multi-Link Operation (MLO) on X86 Devices: A New Era of Connectivity

    Wi-Fi 7 with Multi-Link Operation (MLO) on X86 Devices: A New Era of Connectivity As the world of wireless technology continues to evolve, the introduction of Wi-Fi 7 is nothing short of a game-changer. With its potential for significantly higher speeds, lower latency, and enhanced reliability, Wi-Fi 7 is set to revolutionize industries and applications…

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