Pillar
🌌 MACRO
Physics / cosmology / constraints.
Alliance Research Group
Signal in the Noise
Interface for proof-of-work: manifests, protocols, and artifacts. Civilization, consciously.
/// Kernel
Intent is a constraint, not a slogan.
Containment first. Alignment second.
Human initiative remains primary.
Pillar
🧬 MICRO
Biology / health / living systems.
Pillar
🧠 COGNI
Mind / AI / cognition / interfaces.
Pillar
🚀 VECTOR
Education / civilization design / direction.
Generalized Universe Holography
Is our expanding universe a holographic projection encoded on a cosmological horizon? The GUH hypothesis explores the possibility that spacetime, gravity, and even information itself emerge from boundary-level encoding inherited through a cosmological bounce. DOI ↗
Read the Article →Research Program
A structured program exploring governance, stability, and bounded autonomy in agentic AI systems.
- Chimera — Deterministic governance architecture (S0–S3 stability, C1–C7 conditions, dual-gate enforcement).
- Governance Without Ownership — Normative framework: boundary-based governance, refusal as telemetry, dignity as stability primitive.
- AGI Stability Conditions — Structural theory of bounded AGI via four-axis closure (Generalization, Persistence, Bounded Autonomy, Temporal Awareness).
- C-Architecture — Closed-loop cognitive stabilizer (AGR, SDI, CIR metrics; Arena/DrZero integration).
Canonical signals
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Chimera: A Deterministic Governance Layer for Agentic AI
Defines a stability hierarchy (S0–S3), dual-gate authorization, enforcement invariants (I1–I8), and architectural conditions (C1–C7) required for governed autonomous systems. · DOI 10.5281/zenodo.18652217 ↗ -
Governance Without Ownership
A whitepaper on superintelligent systems, boundary-based governance, refusal as telemetry, and dignity as a stability primitive. · DOI 10.5281/zenodo.18528535 ↗ -
Twin Primes as a Phase II Problem
Why variance-based methods are necessary but not sufficient; structural limits of Phase I tools and the need for new bilinear invariants. · DOI 10.5281/zenodo.18381947 ↗ -
Structural Scope, Negative Results, and Epistemic Stop Conditions
A scope-defining note on why the Goldbach Conjecture is structurally orthogonal to the ARG variance framework; epistemic stop conditions and the value of negative results. · DOI ↗ -
The Hilbert–Pólya Operator as an Emergent Boundary Operator in Generalized Universe Holography
Self-adjointness emerges from boundary completeness and minimal-entropy encoding; Hilbert–Pólya as a structural consequence rather than axiom. · DOI ↗ -
Riemann Hypothesis as Boundary Regularity in Generalized Universe Holography
Structural link between arithmetic spectrum and emergent spacetime; RH as a minimal-entropy boundary condition. · DOI ↗ -
The Riemann Hypothesis — Structural Regularity
Boundary completeness, defect observables, minimal variance hypothesis. · DOI ↗ -
Interference Intelligence Layer (I.I.L.)
Normative architecture for human–AI joint cognition. · DOI ↗ -
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Navier–Stokes Equations — Structural Note
Constraint-based perspective on existence and regularity. · DOI ↗
Canonical signals are archived on Zenodo.
They represent proof-of-work artifacts, not opinion or commentary.
🧠 Developed through sustained human–AI joint reasoning.