A recent classroom poll revealed that 80 percent of students fear AI will prevent them from securing jobs after graduation. In response to these growing employment anxieties, the tech industry is increasingly focusing on enabling users to run frontier AI models directly on their own personal hardware. This shift toward local processing aims to democratize advanced AI capabilities and empower the next generation of workers to harness powerful tools independently.