Efficiency behind Google’s DeepMind Algorithm: "AlphaTensor" for neural networks: AI research for discovering the fastest matrix multiplication with

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by Furqan Khan

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AI research for discovering the fastest matrix multiplication: Google’s DeepMind Algorithm Algorithms have helped mathematicians perform fundamental operations for thousands of years. The ancient Egyptians created an algorithm to multiply two numbers without requiring a multiplication table. Despite the familiarity with algorithms today – used throughout society from classroom algebra to cutting edge scientific research – the process of discovering new algorithms is incredibly difficult, and an example of the amazing reasoning abilities of the human mind DeepMind wants to find the holy grail of AI: an artificial general intelligence, a cognitive system as broad as a human brain and capable of completing a vast range of tasks. Google DeepMind is an Alphabet subsidiary focusing on artificial intelligence, machine learning, and neuroscience research. Since its beginnings in 2010, the company has developed AI systems including identifying eye diseases faster and playing complex games like chess, Go, and Shogi. Google acquired the company in 2014, and it's now a subsidiary company of Alphabet. Since then, Google DeepMind's AI has been trying to make progressive leaps into AGI (Artificial General Intelligence) all-purpose tools, a type of AI that show characteristics of human thinking. This book describe the achievements of DeepMind as a an AI Startup of the future innovation, introduced AlphaTensor , the first artificial intelligence (AI) system for discovering efficient and correct algorithms for fundamental tasks such as matrix multiplication. This sheds light on a 50-year-old open question in mathematics about finding the fastest way to multiply two matrices This computer science book is for programmers, researchers and developers who are interested in Algorithms specially in the advancement of AI and its Usage in solving real-world problems "AI / ML has the potential to be one of the most important and beneficial technologies ever invented" "In the coming years, AI — and ultimately artificial general intelligence (AGI) — has the potential to drive one of the greatest transformations in history. We humans of global village tech community, are working together to build the next generation of AI systems safely and responsibly to benefit humanity" - - - - - -

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