Kneron has launched its next-generation KL1140 edge AI chip, introducing a processor that the company claims can reduce inference costs by tenfold and deliver three times higher energy efficiency compared to cloud-based solutions. The release comes as chip suppliers and system vendors seek ways to mitigate the power burden created by the rapid adoption of AI.