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One of Artificial Intelligence's biggest roadblocks is data preparation and training. Collecting and cleaning data and then training software on data to recognize patterns and develop some amount of insight takes a lot of time. New techniques to speed up the time to perform training for machine learning are being developed. One solution is to speed up processing by using computer chips that have been optimized to perform AI operations. A second solution is software that is being called an AI database that optimizes the processing of huge amounts of complex data and speeds training on machine and deep learning algorithms.