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Research methodology

Our methods are documented so claims can be checked. In-silico first, causal models, literature traceability, and non-invasive measurement. Full method papers ship with our first whitepapers (Q3 2026).

Status: Documentation for this section is in progress and will be published as our methods mature. You can track what ships in the lab log.
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Glossary

A plain-language glossary of the terms we use — hallmarks of aging, biological age, epigenetic clocks, causal inference, in-silico — so you can read our writing without a degree in biology.

Status: Documentation for this section is in progress and will be published as our methods mature. You can track what ships in the lab log.
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Data dictionary

Definitions and sourcing for every statistic we publish. We believe every number on this site should be traceable to a source we can show you.

Status: Documentation for this section is in progress and will be published as our methods mature. You can track what ships in the lab log.
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Ethics & review

Our non-invasive-first ethics framework: how studies are designed, reviewed, and reported. Human involvement is always the last step — and always consent-first.

Status: Documentation for this section is in progress and will be published as our methods mature. You can track what ships in the lab log.