Research

The work behind the products.

A long-running effort in local-first systems: how to compute, communicate and secure data without a cloud in the middle. Selected areas are public; sensitive and licensed work is not.

Swarm intelligence & verifiable systems

Autonomous expert swarms and analytical engines built on verifiable data and formal proving.

Secure data communication

Moving and exchanging data without handing it to the cloud — sometimes with barely any technology at all.

Air-gap hardware & cryptography

Devices hardened against physical and side-channel attack, and cryptography anchored in real-world patterns.

Publications

A Validated, Fully Offline 30,000-Year Ephemeris and Astrological Computation Engine from Public-Domain JPL DE441 Data
Sutcu, E. (2026). Zenodo. DOI: 10.5281/zenodo.21445354
Read (open access) ↗
A Validated, Fully Offline Planetary Ephemeris Engine from Public-Domain JPL Data
Sutcu, E. (2026). Zenodo. DOI: 10.5281/zenodo.21341295
Read (open access) ↗

Publications and detailed write-ups are being migrated here.