Personal edge AI and embedded tech services expand

Liquid AI is developing device-level personal context across phones, wearables, PCs, and cars, while Qualcomm is positioning next-generation Snapdragon phones as agents that can plan and execute tasks. Samsung’s planned Solana-based USDC transfers would embed payments in Galaxy devices, but practical reliability, app access, fees, privacy, regulation, and availability remain open questions.