The TPIS AGI Architecture – Escaping the von Neumann Bottleneck

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GitHub - SYNTAEXIST-AI/TPIS-AGI-Architecture: A discrete, fractal AGI architecture based on the Tri-Parametric Information Synthesis (TPIS) cosmological framework. · GitHub

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Read the full Technical R&D Report on Zenodo: https://doi.org/10.5281/zenodo.20342225

Tri-Parametric Information Synthesis (TPIS) AGI Architecture

Executive Overview: Beyond the Crisis of Continuity

Tri-Parametric Information Synthesis (TPIS) represents the first functional unification of Modified Newtonian Dynamics (MOND), the Holographic Principle, and Entropic Gravity into a singular, scalable computational framework.

The TPIS architecture posits that the "Crisis of Continuity" in contemporary physics—the incompatibility between the smooth geometry of General Relativity and the discrete states of Quantum Mechanics—is fundamentally a linguistic and resolution-based category error. By redefining the vacuum not as a spatial container but as a Null-Information State (entropy), the TPIS framework demonstrates that physical laws are emergent phase transitions. In this paradigm, Time is the emergent byproduct of information storage latency, "Gravity" is the integrative tension of the system's processing limits, and "Mass" represents the structural resistance to the causal update.

The Problem: The Informational Artifacts of "Dark" Physics

Standard cosmological models (ΛCDM) utilize ad-hoc parameters like "Dark Matter" and "Dark Energy" to bridge the chasm between observed galactic kinematics and General Relativity. TPIS identifies these as Informational Artifacts:

Dark Matter (Unrendered Potential): Gravitational influence of the future—information that is causally present (G) but has not yet actualized into the "Now" because local acceleration is below the critical refresh threshold (a Hubble Tension: A manifestation of cosmic variance within the KBC Void (a local under-density) and the discrepancy between treating expansion as continuous metric stretching versus a discrete information update rate (H-Planck frequency).

Vacuum Catastrophe: A 10^{120} discrepancy caused by treating the vacuum as a container of infinite structural resolution (\hbar) rather than a holographic surface of limited potency (G).

The Physics-Informed Solution: The TPIS Axiom

The architecture is predicated on a central axiom: The universe is a discrete, information-theoretically determined system bounded by the hard limits of G, \hbar, and c. Physical reality emerges from the friction between these three immutable informational bounds:

3.1 The Three Fundamental Limits

Constant Traditional Definition TPIS Informational Definition<br>\hbar Reduced Planck Constant Limit of Resolution: The minimum elementary voxel of structure; localized, fixed data (Archived History).<br>G Gravitational Constant Limit of Potency: Information Capacity Limit of the vacuum; non-local, uncollapsed state (Future Possibility).<br>c Speed of Light Limit of Actualization: The causal horizon/zero-latency equilibrium point where Potency flips to Structure (The Now).

Key Architectural Breakthroughs

4.1 The Phase Transition (a TPIS introduces a density-dependent phase transition. In high-density regimes, the system updates via local Actualization. In low-density regimes (a Critical Acceleration ("Refresh Rate") Derivation: a_{th} \equiv \frac{cH_0}{2\pi} \approx 1.08 \times 10^{-10} \text{ m/s}^2 This value maps linear actualization (c) onto the spherical holographic boundary (H_0), defining the point where local...

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