This deposit presents The Persistence Kernel, a foundational structural framework that formalizes the minimal conditions required for a system to remain identifiable under transformation. The work does not assume time, dynamics, computation, probability, agency, optimization, or physical law as primitives. Instead, it begins with identity evaluation as the sole minimal requirement and derives recursion, admissibility, constraint enforcement, irreversibility, and collapse as necessary structural consequences of persistence. Collapse is treated not as failure, erasure, or destruction, but as a constructive reintegration mechanism that preserves global definability when admissible continuation is exhausted. The framework is implementation-agnostic and substrate-independent, applying equally to physical, computational, biological, and institutional systems. All claims are conditional and falsifiable at the level of structural necessity: any system shown to persist under transformation while violating the kernel’s invariants would constitute a counterexample. The Persistence Kernel is not proposed as a physical theory, computational architecture, or metaphysical ontology. It functions as a kernel-level specification that constrains what any survivable system must satisfy in order to remain definable under transformation. By elevating persistence under constraint—rather than correctness, optimization, or goal satisfaction—as the primary invariant, the framework provides a foundation for analyzing noise-robust computation, long-duration autonomy, and alignment without objectives. This release is intended for archival reference, theoretical analysis, and downstream interpretive or empirical work. All mappings to physics, computation, artificial intelligence, ethics, or governance are explicitly external to the kernel itself.
Building similarity graph...
Analyzing shared references across papers
Loading...
James Shipkowski
Building similarity graph...
Analyzing shared references across papers
Loading...
James Shipkowski (Fri,) studied this question.
www.synapsesocial.com/papers/6988291e0fc35cd7a88493e6 — DOI: https://doi.org/10.5281/zenodo.18501558
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: