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AI chips are a new type of microprocessor developed to boost the performance of AI-based applications. LG Neural Engine, TI Cavium CN99xx Thunder X2 CPU, and Cerebras Wafer Scale Engine are promising AI chips for generative AI. These chips are designed to improve the performance of AI applications, enable faster and more accurate AI-driven functionality, and are compatible with existing data centre technology.