Perplexity CEO Aravind Srinivas suggests that AI models running directly on personal devices could significantly reduce the relevance of large, centralized data centers. He argues that on-device AI would offer faster processing and enhanced privacy, as data would not need to be sent to remote servers. This shift could impact the billions of dollars currently invested in data center infrastructure by major tech companies, potentially leading to cost savings and improved user experience.