A community-first research lab at the frontier of AI, Deeptech, Hardware, and Distributed Systems. We write, we build, we argue in the open.
The site is the record. Telegram is the room.
Day-to-day discussion, working groups, and research in progress happen on Telegram. Public channels are open to anyone. Private channels are gated behind an application, so contributors are vetted before they get the keys.
A community-first research lab at the frontier of AI, Deeptech, Hardware, and Distributed Systems. We write, we build, we argue in the open.
5 papers across 4 sectors. The whole record, oldest edits at the bottom.
Showing 5 papers
GIKSN Research is a community-first lab where distributed systems work sits alongside AI, Deeptech and Hardware. This is the systems-side view: why the failure model comes first, what a systems paper on the archive looks like and how the sector supports the rest of the work.
GIKSN Research is a community-first lab that treats hardware as a first-class research corpus, not a footnote to AI. This is the Hardware-side view: what an honest hardware paper looks like, why the compute substrate deserves its own bench and how the sector connects to the other three.
GIKSN Research is a community-first lab writing at the pace research actually moves. This is the Deeptech-side view: why longer timescales fit the archive, how a materials or biology or energy result gets treated here and where the sector overlaps with the rest of the lab.
GIKSN Research is a community-first lab that publishes what it is working on and why. This is the AI-side view of the archive: what frontier work in AI means to us, why the reasoning gets published alongside the result and how the sector fits alongside Deeptech, Hardware and Distributed Systems.
Rinne is the first product shipped under GIKSN Research. It is a terminal-first orchestration harness that plans work into a JSON DAG, distributes that work across the AI coding tools and model APIs a user already has installed, and drives the DAG to completion through a generator–evaluator loop with critique. This paper argues the design: a decoupled conductor for cheap planning, a durable loop for long-running work, and a filesystem blackboard as the shared substrate that lets heterogeneous workers collaborate without a bespoke protocol.
The site is the record. Telegram is the room.
Day-to-day discussion, working groups, and research in progress happen on Telegram. Public channels are open to anyone. Private channels are gated behind an application, so contributors are vetted before they get the keys.
