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Preprint . 2026
License: CC BY
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ZENODO
Preprint . 2026
License: CC BY
Data sources: ZENODO
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Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
ZENODO
Preprint . 2026
License: CC BY
Data sources: Datacite
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To Wake a Stone with Six Birds: A Life is A Theory

Authors: Tsiokos, Ioannis;

To Wake a Stone with Six Birds: A Life is A Theory

Abstract

This record is the promised life-focused instantiation of the emergence calculus introduced in “Six Birds: Foundations of Emergence Calculus.” The purpose of this paper is to show, concretely and reproducibly, how the canonical theory-package view (microstate, lens/observables, definability, completion/packaging rule, and audit) can be instantiated in working substrates, and what life-like phenomena (in an operational, bounded sense) are observed in those instantiations. What this paper contributes The paper presents two instantiations and the associated empirical findings: Particle-based substrate: a finite microstate with discrete slow variables and field-like packaging, with coarse audit proxies and maintenance/repair behaviors under perturbations and deadlines. Neural/meta-layer substrate: a higher-level substrate with budgeted token-mediated coupling, stroboscopic diagnostics, hazard response under matched baselines, and refined-lens predicate families (motif inventories, proto-syntax shifts, and intervention-conditioned decoding statistics with shift-null controls). A central emphasis is careful separation of roles in the framework: protocol holonomy (P3) is reported as a diagnostic of route dependence in coarse observables, while directionality is attributed only when an audit/drive channel (P6) separates cleanly from a calibrated null. Scope and limitations The paper is explicit about what it does and does not establish. In particular: reported audit quantities are proxies (not a full path-space KL audit), idempotence defects of the completion/packaging operator are not measured, “novelty/extension” is used in a lens-relative sense and is not claimed as unbounded open-ended evolution. Want to run the web app without local setup? Use the hosted build: https://sixbirds.automorph.io

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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!
0
Average
Average
Average
Green