Beyond Cloud Dependency: The Case for Native, User-Owned AI

This article challenges the current cloud-dependent AI model by proposing AI as a core OS component rather than an external service, directly addressing growing concerns about data privacy, cost escalation, and vendor lock-in. Kernel-level AI execution enables true user sovereignty and eliminates performance bottlenecks inherent in remote service dependencies. This shift toward decentralized, locally-executed intelligence systems represents a fundamental paradigm change in how AI should be integrated into user-controlled platforms.