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Perhaps when the most important problem is a nail, every solution starts to look like a hammer. With the ramping explosion in AI and machine learning, countless companies are trying to climb on the bandwagon, morphing and melding their existing technologies in an attempt to come up with a differentiated solution that will capture a meaningful share of this mind-boggling emerging opportunity. Everybody from EDA vendors to cloud data centers to GPU companies, FPGA companies, IP companies, and boutique semiconductor startups are spinning stories about how their technology is the key to unlocking the potential of AI.