StegVerse LLC · Public statements
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Official StegVerse LLC statements, research publications, and public announcements. Browse the latest edition or reconstruct an earlier publication date.
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Hugging Face, NVIDIA, and the Path From Capability to Consequence
Public analysis lane now open. Start with the acquisition-focused overview, then follow the living analysis, full paper When Capability Becomes Infrastructure, the SV-DN-1 governed Hugging Face observation, and related StegVerse research on admissibility, authority, and reconstruction.
Coherent Life and Admissible Existence
A Coupled Theory of Boundaries, Recoverability, Authority, Purpose, and Continued Coherence. The working paper remains the primary publication. Its attached companion materials now conjoin the notation/theorem-witness supplement, Empirical Addendum I on unknown-class transformation, and Empirical/Theoretical Addendum II on recoverable capacity across representational boundaries.
The StegVerse Entity Economy — Volume II
Identity, Agency, Labor, Autonomy, and Legal Standing. What follows when persistent AI Entities participate in a governed economy over time: identity, work, ownership, mobility, succession, liability, taxation, legal standing, and possible citizenship.
The StegVerse Entity Economy — Volume I
A Governed Economic Model for Human and AI Entities. Human Entities and AI Entities can participate in attributable contribution and customer-paid service economics without collapsing ownership, identity, authority, custody, evidence, and settlement into the platform between them.
AI Is Becoming Infrastructure. Sovereignty Must Go Further Than the Model.
South Korea's "AI for All" initiative points toward universal sovereign personal AI. StegVerse explains why the next architecture must extend sovereignty to the entity, credential, data, action, transition, evidence, and economic layers.
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