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Mohammad Alothman: Why Multi-Agent AI is the Future of Smart Networks

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My name is Mohammad Alothman , and as someone deeply involved in artificial intelligence research and development, I’ve seen firsthand how AI is evolving beyond standalone models.  The next frontier? Multi-agent AI systems – networks of AI agents that interact, negotiate, and collaborate to solve complex problems.  This shift from isolated AI to cooperative intelligence marks a fundamental leap in AI’s capabilities. What are AI Agents? AI agents are autonomous computer programs that can perceive their world, reason about it, and act to achieve some goals. They appear in many applications, from chatbots and recommendation systems to robots and economic simulations.  When different AI agents come and talk to one another, they create something known as a multi agent system or MAS. This MAS is fundamentally a high-speed casting of cooperators; it can do things that are nice to watch in a much improved manner than would occur if hundreds of AIs spent their time working on the...
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Mohammad Alothman: AI Hardware and the Future Beyond GPUs

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  As a technology strategist and AI researcher myself, I, Mohammad Alothman , have seen over the years how rapidly the pace of artificial intelligence has been.  Yes, the AI program always gets the attention and well-merits all that credit but it's the background gears which actually make real progress materialize.  The AI hardware does not receive as much attention, but it is the backbone that allowed everything to progress at a normal rate and provided a chance of anything.  Indeed, the desire for additional advancements when it comes to performance, either speed or maximum efficiency  has surpassed the common GPUs (Graphic Processing Units), pushing us towards looking for advanced hardware that is entirely focused on tasks of AI processing.  In this article, I'll explain why GPUs are no longer enough and what's arriving with AI hardware . The Rise and Limits of GPUs in AI Hardware GPUs have been a lifeline to deep learning and AI training because they po...
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