Smart glasses and AI earbuds now lead a race to decouple intelligence from handheld devices. Companies are integrating LLMs directly into wearable hardware to enable ambient computing. This shift reduces screen dependency for basic tasks. Developers must now optimize models for constrained power envelopes and real-time voice interaction to ensure these devices remain practical.