GIKSN Research

An independent research lab working on AI and memory. Two things we're building at once. Memory that surfaces the right context to a model at agent speed. The model side of the problem where retrieval alone stops helping. A community of researchers and builders forms alongside.

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The community preneurs

The product

Rinne

Alphav0.1.8

Local, open-source, terminal-first AI orchestration. Plans work into a DAG, routes it across the harnesses and APIs already on your machine, then drives a generator-evaluator loop until the job is done.

The community

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Day-to-day discussion, working groups and research in progress live here. Public channels are open to anyone. Private channels sit behind an application so contributors are vetted before they get the keys.