ByteBrief
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AI hardware devices that promise real-time conversation recall fail when memory systems cannot scale fast enough. The bottleneck is not the AI model but the storage and retrieval layer. A two-hour meeting transcript remains unavailable minutes after the meeting ends, defeating the product's core promise.
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