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Graphcore is a semiconductor company that develops accelerators for AI and machine learning, specifically its proprietary Intelligence Processing Unit (IPU) designed for massively parallel processing of machine learning models. The company, now a subsidiary of SoftBank Group, focuses on enabling breakthroughs in machine intelligence.