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Published January 27, 2026 | Version v1
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To Wake a Stone with Six Birds: A Life is A Theory

Description

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.

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Tsiokos_2026_To_Wake_a_Stone_with_Six_Birds.pdf

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Additional details

Software

Repository URL
https://github.com/ioannist/six-birds-life-particle
Programming language
Python
Development Status
Active