Research
Publications and writing.
Technical reports from the work behind Elysium. We write them while building the system and publish them ourselves; they have not been peer reviewed.
Elysium Labs technical report, self-published · · revised
Recognition Without Surveillance
Personalization as a local property: a household model stored on the home's own hub, mutual enrollment, discretion over identification, and memory the household can review and erase.
ELY-TR-2026-03 · Version 1.3
Elysium Labs technical report, self-published · · revised
Sovereign by Construction
Privacy as a property of home-AI architecture: a hub that ships Sovereign, an opt-in Hybrid placement, invariants at the home boundary, fail-closed behavior, and a self-test the owner can run.
ELY-TR-2026-01 · Version 1.6
Elysium Labs technical report, self-published · · revised
The Home That Grades Itself
A household simulator that lives daily life against a fresh build of the product, a two-judge verdict rule, and a boundary that keeps the automated developer from editing its grader, with what the loop has produced so far and its known limits.
ELY-TR-2026-02 · Version 1.4