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"Routines" allow users to automate multiple actions with a single command or at a specific time. For example, a "goodnight" routine could lock doors, turn off lights, and adjust the thermostat with one command.

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On the surface, Alexa appears agnostic; it will play Spotify or Apple Music. However, the user experience is heavily weighted toward Amazon Music. Voice commands for Amazon's native service are shorter and more responsive. This subtle friction manipulation funnels users into Amazon Music Unlimited, chaining their listening habits to Amazon’s subscription model. "Routines" allow users to automate multiple actions with

Looking forward, the next phase of Alexa’s chain is Generative AI. The current iteration of Alexa is transactional (Question $\rightarrow$ Answer). The future is relational. With the integration of LLMs (Large Language Models), Alexa aims to become a companion rather than a butler—a proactive agent that suggests entertainment, plans vacations, and manages schedules without being prompted. Her work on the IMDb lists several recent