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@harrisonqian / ideas / wiki/always-on-ai-assistant.md
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--- first_captured: 2026-04-10 sources: - sources/google-sheets-ideas.md status: explored tags: - ai - memory - wearable - context title: always-on ai assistant type: idea updated: 2026-04-11 visibility: public --- # always-on ai assistant a 24/7 listening, transcribing, and context-aware AI companion — it is always recording your environment, converting speech to text, and building a running log of everything you say and hear. the core value proposition: you never lose a thought, a conversation, a name, a number, or a commitment again. the device closest to this vision is Limitless (formerly Rewind), but the idea is for something more ambient, lower friction, and deeply integrated with a personal AI layer. the privacy tradeoff is real and has to be confronted head-on. always-on recording is technically possible (the hardware exists — AirPods are already near your ears all day) but requires explicit design around consent, local-first processing, and strong access controls. the most compelling architecture is: local transcription on device → local embedding and indexing → only surface a query to the cloud when you explicitly ask. this keeps the raw audio and transcripts on your hardware. the stored context feeds into [[axon|axon]] for structured personal context and [[life-search|life search]] for querying what you said and heard. related: [[brain-rewinder|brain rewinder]], [[episodic-memory-builder|episodic memory builder]], [[me-model|me model]], [[ai-agent-reply|AI agent reply]], [[cluster-memory-and-context|memory and context]]