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Two Sources for Training the AI: Memory and Material

An AI copy learns from two sources. The first is gathered naturally; the second you add consciously on the training page.

Source 1 — the family's memory

The biography, stories, life feed, and voice transcripts automatically become the copy's knowledge base. The fuller the page, the more faithful the conversation.

Source 2 — material

Separately, you upload voice audio for cloning, message histories for the speaking style, and face photos for the 3D head.

Together — a whole image

The two sources complement each other: memory provides facts and character, the material provides voice and face. That's how a recognizable copy comes together.

Where to start

First fill out the memory page — it's the first source, and the most important one. Add the voice and face material as you find clean recordings and good photos. There's no need to rush: the copy can be trained further over time.

  • Source 1 — the memory gathered on the page.
  • Source 2 — voice, message histories, face photos.
  • Memory gives character, material gives voice and appearance.
  • Can be trained further gradually.

Frequently asked questions

Are both sources required?
No. The copy works on memory alone too; voice and a 3D face are separate optional enhancements.
What affects fidelity the most?
The fullness of the memory and the characteristic stories; these set the manner and substance of the answers.

Save the story while it is with you

Create a memorial page in a few minutes — gently, beautifully and with respect for your loved ones. Free forever for the text version.

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Pomni editors

We help families gently preserve the memory of their loved ones. The materials are written with respect for the subject of loss and are regularly updated. About · Support resources

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