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Six Birds: Foundations of Emergence Calculus

Authors: Ioannis Tsiokos;

Six Birds: Foundations of Emergence Calculus

Abstract

This project develops a math-only framework—Six Birds Theory—for reasoning about hierarchical description, emergence, and open-ended theory growth in multiscale systems. The central construct is a theory package with three components: Lens / definability structure — what distinctions are expressible at a given layer. Completion (packaging) rule — modeled as an idempotent (or approximately idempotent) endomap capturing which descriptions stabilize and become objects. Audit / certificate — quantities that remain monotone (or provably well-behaved) under observation and coarse-graining. Within this framework, the project formalizes: Object formation as fixed points of completion: stable objects arise as the fixed points of the completion map. Saturation under repeated closure: iterating a fixed completion rule does not yield indefinite novelty; it tends to stabilize and saturate. Open-endedness via strict extension: genuine open-ended growth requires strict theory extension—changes in definability/closure—rather than repeated application of a single closure rule. To make these ideas operational, the project introduces an induced empirical completion operator built from a Markov kernel, a lens, and a timescale. It defines a computable total-variation idempotence defect that quantifies packaging stability and supports a qualified “theory birth” criterion: refinement can help or hurt, depending on how the lens aligns with the underlying dynamics. To prevent spurious directionality claims, the project defines arrow-of-time as a path-space KL divergence between forward and time-reversed path measures, and proves a data processing inequality showing that coarse-graining cannot create time asymmetry. It also formalizes a protocol-trap / clock-audit principle that separates genuine drive from artifacts of hidden schedules. For anti-saturation and novelty, the project proves a finite forcing–style counting lemma: definable predicates relative to a partition-language are exponentially rare, so generic predicate extensions are overwhelmingly non-definable. This provides a clean mathematical mechanism for strict ladder climbing. Finally, Six Birds presents six primitives (P1–P6) as a minimal vocabulary of closure-changing moves—rewrites, gating, route dependence, sectorization, packaging, and audits—and includes a meta-theorem showing these primitives arise canonically as unavoidable closure mechanics under composability, limited access, and bounded interfaces. Expected outcomes A reusable emergence calculus that cleanly separates and relates three certificates—stability (idempotence/fixed points), novelty (non-definability/extension), and directionality (audits monotone under lenses)—including explicit non-implications. A lightweight reproducibility backbone: a small mechanized proof core (Lean) for closure/idempotent structures and a deterministic Python harness demonstrating key invariants and sanity checks. Appendix-level theorem templates that sharpen how capacity control and bounded interface complexity enforce limits on runaway refinement (e.g., “No-Zeno” style constraints) in general multiscale settings. This record hosts the manuscript and accompanying reproducibility artifacts, and serves as a stable reference point for subsequent domain instantiations of the framework (physics, life, consciousness, and civilization).

Keywords

FOS: Computer and information sciences, Logic in Computer Science, Logic in Computer Science (cs.LO)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Top 10%
Average
Average
Green