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Transcripts aren’t memory

VoiceMem: Streaming Dual-Brain Memory for Real-Time Interaction

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aimodels-fyi
Sep 01, 2026
∙ Paid

Voice agents are getting better at speaking, but not at remembering what they said.

A common pattern to use to implement the memory concept we have in chat-based LLMs into an audio system by using the conversation’s transcript. But this approach is sub-optimal because the transcript only contains a record of what is said - it doesn’t tell an application …

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