Research
Publications and writing.
Papers, posts, and technical write-ups from the work behind Elysium.
Elysium Labs whitepaper · Jul 2026
Recognition Without Surveillance
Personalization as a local property: a home that knows its family without a profile ever leaving the house — mutual enrollment, discretion over identification, and legible, erasable memory.
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Elysium Labs whitepaper · Jul 2026
Sovereign by Construction
Privacy as a property of home-AI architecture: three placements over one pipeline, invariants at the home boundary, fail-closed behavior, and a verification test the owner runs with the network cable pulled.
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Elysium Labs whitepaper · Jul 2026
The Home That Grades Itself
A household simulator that lives daily life against the production system, a multi-vendor verdict rule, and an accountability boundary the product cannot cross — with the capabilities the loop has shipped.
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