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Google’s DeepMind AI System for Faster Algorithms

By Aarti Dhapte , 19 June, 2023

Google DeepMind's Alpha Zero AI, an artificial intelligence (AI) system, innovated algorithms that translate into C++ standard programming language and assemble data up to three times faster than human-made models in 2023. This new AI model is expected to make computing more efficient and rational. This AI system will use AlphaDev to reinforce using enhanced computer science algorithms.

AlphaDev helps in the faster algorithm for sorting; the users go through this process every day without being aware of it. It helps underpin all activities ranging from online search results to data processing on computers and phones. The best of AlphaDev's algorithm takes 4 to 71 percent less time than human algorithms. According to Nature, the total time saving when algorithms are used several times to sort lists of one quarter in millions is 1 to 2 percent. AlphaDev takes 67 percent less time to convert data stored in a specific format to a standard version, and the hashing algorithm takes 30 percent less time than the standard.

AlphaDev, with the swap and copy move, skips a step to join with the items in a shortcut method which seems like an error, buts it's not. With 250,000 elements and 1.7 percent faster than the existing techniques, AlphaDev introduced new sorting algorithms that help to improve the LLVM libc++ library up to 70 percent faster for shorter sequences. Many companies and developers use these algorithms globally. Google sites were top ranked as the most visited multi-platform web properties in the United States, with more than 274.49 million visitors and 61.4 percent market share of the topmost U.S. search engine provider; this new development in artificial intelligence will upgrade this status of the Google platform.

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Aarti Dhapte

Team Lead - Research