# kei-neuromem — a memory that grows

Canonical page: https://keilab.io/research/kei-neuromem/

research · kei-neuromem

A growing associative memory for language that stores only the connections it is confident about, and feeds a conventional downstream model instead of trying to be the model.

## The idea

Instead of one large model trying to represent language at every scale at once, kei-neuromem builds a growing memory of the connections it is confident about and hands them to a conventional model downstream. The memory is a module that feeds a downstream processor, not a replacement for one.

## Built not to collapse

The memory is designed on a stability principle that lets it hold many distinct items at once, within its capacity, instead of collapsing them into a single one — a property of the design rather than of tuning.

cross-references

- [→ keineuron (sibling substrate)](https://keilab.io/research/keineuron/)
- [≡ Genesis (theory context)](https://keilab.io/research/genesis/)

Status: In development

Structure: Associative memory front end

Feeds: A conventional downstream language model

Sensitivity: concept public · methods NDA

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