Today, most widely adopted AI GPUs are not delivering nearly 1/3 of the promised performance and creating a large chunk of dark (unused) silicon. Because of this, customers are spending more on OPEX and purchasing additional hardware than what is really needed. As AI innovation accelerates and TCO increases, how will hardware be able to keep up? Listen to this talk-replay!