StegVerse
Public research and mirrored outputs

StegVerse Papers

This page presents bounded Site-native research publications and mirrors paper outputs from canonical research owners. Publication on Site is a public display surface, not independent validation or execution authority.

Featured publications

Coherent Life and Admissible Existence
A Coupled Theory of Boundaries, Recoverability, Authority, Purpose, and Continued Coherence. Canonical research ownership remains in Admissible-Existence/AE; Site provides a bounded public projection.
Attached companion materials: notation and theorem witnesses + Empirical Addendum I + Empirical/Theoretical Addendum II. Open from the parent-paper page.
CURRENT FEATURED ADMISSIBLE EXISTENCE WORKING FORMAL PAPER + ATTACHED EXTENSIONS
From AI Moratoriums to Developmentally Admissible AI
Governing capability, context, cognitive agency, accessibility, uncertainty, and state transitions in student-facing artificial intelligence.
EDUCATION TRANSITION GOVERNANCE CONCEPTUAL + RESEARCH FRAMEWORK
When Capability Becomes Infrastructure
NVIDIA, Hugging Face, Physical AI, and the governance boundary between capability distribution and consequence-bearing execution.
NVIDIA / HUGGING FACE PHYSICAL AI INDEPENDENT ANALYSIS
Containment Is Not Governance
Why unknown AI pathways expose a systemic transition-control failure: discovery, capability, reachability, authority, admissibility, and execution must remain distinct.
RESEARCH NOTE TRANSITION GOVERNANCE INCIDENT-DRIVEN ANALYSIS
Single-Lane Governance as a Special Case of Manifold Matrix Governance
A mathematical candidate formalization of when linear governance is an exact reduction of higher-dimensional governance, and when omitted dimensions, transition order, evidence, or path dependence cause that reduction to fail.
MATHEMATICAL CANDIDATE MANIFOLD MATRIX GOVERNANCE PUBLISHER-CONTROLLED SOURCE
The StegVerse Entity Economy — Volume II
Identity, Agency, Labor, Autonomy, and Legal Standing.
ENTITY ECONOMY
The StegVerse Entity Economy — Volume I
A Governed Economic Model for Human and AI Entities.
ENTITY ECONOMY
Five-Lane Cost Results for Reconstructable Governance
A bounded five-lane experiment comparing raw, governed, and deterministic reconstruction outcomes.
FIVE-LANE RESULTS
Authority at the Commit Boundary
Technical discussion response on lineage integrity and the externalization boundary for governed AI and agentic systems.
TECHNICAL DISCUSSION
Minimum Pre-Self-Management Governance Boundary
The minimal data structure and timing boundary required for governance before machine self-management or machine production begins.
GOVERNED PRINCIPLE
The Reconstructive Singularity
A governed framework for reality reconstruction, reachability, cross-domain transformation, and admissible transition.
SCHOLARLY REVIEW
What If We Stopped Storing Conversations—and Started Preserving Their Continuity?
KnowledgeVault · conversation continuity · Merkle-backed retention and searchable reconstruction.
HTML PAPER

Publication boundary

Canonical research ownership, validation, release, and authority remain with their respective repositories and governed processes. Site display does not independently establish any of those states.