ARK Invest forecasts that custom AI chips will capture over a third of the computing market by 2030, posing significant competition to Nvidia. The investment firm highlights Google's Tensor Processing Unit (TPU) as a key alternative to Nvidia's GPUs. Additionally, Meta has reportedly agreed to lease TPUs to advance its AI development efforts, signaling a shift towards diversified chip solutions in the industry.