Project Parakon — In Stealth

Frontier AI.Withoutfrontiercompute.

Language models that run where others can't — smaller, longer-memory, fully offline. Owned by you.

Limited disclosureScroll ↓

12.5×

Smaller models

125×

Longer memory

100%

Offline operation

Bit per weight

01 — What we buildNfinite Context

Language models compressed to a single bit per weight. Full capability in a fraction of the footprint — on hardware anyone can afford.

Shipped

Our attention mechanism with persistent, million-token memory built in. No RAG pipeline, no external database. Exact recall, at scale.

Proven

A third program is active. Details are shared under briefing only.

In development

02 — Thesis

Intelligence should not require a datacenter.

Today, capability is priced by compute. Models live in the cloud, on someone else's hardware, with your data on their servers.

We attack the cost of intelligence at the root — so full-capability AI runs on-premises, at the edge, in the air gap. Where the work actually is.

Their R&D. Our economics.

03 — Where it runsDeployment

Defense, finance, healthcare — full-capability models that never leave the building.

Small, offline, long-memory intelligence for machines that move through the world.

Frontier-class reasoning on hardware measured in watts, not megawatts.

04 — Contact

We operate in limited disclosure. Investors, partners, and select customers can request a full technical briefing.