Reclaiming Control: Why On-Device AI Agents Beat Cloud Infrastructure

As AI agents grow more autonomous and powerful, cloud-only deployments are becoming increasingly risky—recent incidents like the CISA AWS key leak highlight the security costs of centralized infrastructure. Running agents on consumer devices with proper sandboxing and isolation gives organizations direct control over sensitive operations and data, marking a fundamental shift from cloud-centric to locally-distributed AI systems.