Lab

Development notes from the living AI tool.

Shared work on Aura, memory, source review, graph structure, face runtime, and the systems that make an ALIVE grow over time.

Aura SystemMay 22, 202610 min readXALIVE Lab

Building an Aura that grows with memory

A development note on making Aura work as a light game-like soul signal: unique at signup, responsive to interaction, and visibly evolving through seven levels.

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Aurora research illustration showing a living AI aura growing through seven memory levels.Aura evolution study
Memory EngineMay 22, 202611 min readXALIVE Lab

From reviewed sources to a living response

How source ingestion, review, graph updates, and conversation testing stay separated so the user can build an ALIVE without losing control of evidence.

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Research diagram showing source material passing through review gates into graph memory and conversation context.Memory review flow
Face RuntimeMay 22, 20269 min readXALIVE Lab

OME as a diagnostic face surface

A UI boundary note for keeping OME focused on expression, emotion, heartbeat, and lip-sync tests while the Builder remains the source of subject creation.

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Translucent face mesh research illustration with emotion vectors, heartbeat, gaze, and lip-sync signals.Expression runtime
Product ArchitectureMay 22, 20268 min readXALIVE Lab

Cleaning the ALIVE CAST route surface

Why the user-facing route moved to /alive-cast while the internal subject model remains stable for ALIVE ME and ALIVE CAST.

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Technical architecture illustration showing ALIVE CAST routes, subject core, compatibility wrappers, and runtime paths.Route architecture