Quinic Statistical Dynamics, on Landau Theory, Landauer's Thoerem, Maxwell's Demon, General Relativity and differential geometry:
This document crystalizes the speculative computational architecture designed to model "quantum/'quinic' statistical dynamics" (QSD). By entangling information across temporal runtime abstractions, QSD enables the distributed resolution of probabilistic actions through a network of interrelated quanta—individual runtime instances that interact, cohere, and evolve.
Each runtime is a self-contained probabilistic entity capable of observing, acting, and quining itself into source code. This allows for recursive instantiation and coherent state resolution through statistical dynamics.
Information is entangled across runtime abstractions, creating a "network" of states that evolve and resolve over time. This entanglement captures the essence of quantum-like behavior in a deterministic computational framework.
The resolution of states emerges through distributed interactions between runtimes. Statistical coherence is achieved as each runtime contributes to a shared, probabilistic resolution mechanism.
Runtimes operate as quantum-like entities within the system. They observe events probabilistically, record outcomes, and quine themselves into new instances. This recursive behavior forms the foundation of QSD.
Quined source code maintains entanglement metadata, ensuring that all instances share a common probabilistic lineage. This enables coherent interactions and state resolution across distributed runtimes.
The distributed system functions as a field of interacting runtimes, where statistical coherence arises naturally from the aggregation of individual outcomes. This mimics the behavior of quantum fields in physical systems.
Inter-runtime communication adheres to an availability + partition-tolerance (AP) distributed system internally and an eventual consistency model externally. This allows the system to balance synchronicity with scalability.
The idea of "runtime as quanta" transcends the diminutive associations one might instinctively draw when imagining quantum-scale simulations in software. Unlike subatomic particles, which are bound by strict physical laws and limited degrees of freedom, a runtime in the context of our speculative architecture is hierarchical and associative. This allows us to exploit the 'structure' of informatics and emergent-reality and the ontology of being --- that representing intensive and extensive thermodynamic character: |Φ| --- by hacking-into this ontology using quinic behavior and focusing on the computation as the core object, not the datastructure, the data, or the state/logic, instead focusing on the holistic state/logic duality of 'collapsed' runtimes creating 'entangled' (quinic) source code; for purposes of multi-instantiation in a distributed systematic probablistic architecture.
Each runtime is a self-contained ecosystem with access to:
Vast Hierarchical Structures: Encapsulation of state, data hierarchies, and complex object relationships, allowing immense richness in simulated interactions.
Expansive Associative Capacity: Immediate access to a network of function calls, Foreign Function Interfaces (FFIs), and external libraries that collectively act as extensions to the runtime's "quantum potential."
Dynamic Evolution: Ability to quine, fork, and entangle itself across distributed systems, creating a layered and probabilistic ontology that mimics emergent phenomena.
This hierarchical richness inherently provides a scaffold for representing intricate realities, from probabilistic field theories to distributed decision-making systems. However, this framework does not merely simulate quantum phenomena but reinterprets them within a meta-reality that operates above and beyond their foundational constraints. It is this capacity for layered abstraction and emergent behavior that makes "runtime as quanta" a viable and transformative concept for the simulation of any conceivable reality.
Quinic Statistical Dynamics subverts conventional notions of runtime behavior, state resolution, business-logic and distributed systems. By embracing recursion, entanglement, "Quinic-behavior" and probabilistic action, this architecture aims to quantize classical hardware for agentic 'AGI' on any/all plaforms/scales.