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Negative / Null Result ReportOpen accessNeuroscience· cited by 21

V01.05 — Mirror Mathematics II: Minimal Observer Thresholds

Lloyd Christopher Smith · 2026 · Zenodo (CERN European Organization for Nuclear Research)

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The study found no significant effect — useful as a negative control or null benchmark for your own design.

Abstract

This paper forms part of Mirror Programme, Volume I: Observerhood. Mirror Mathematics II develops the formal threshold layer of the Mirror Mathematics arc. Building on Mirror Mathematics I, it asks when a self-model becomes observer-relevant rather than merely predictive, self-referential or descriptive. The paper introduces a minimal Mirror observer predicate grounded in self-model reliability, action-guidance, cost-sensitive repair and positive viability coupling under perturbation. The central condition is expressed through a salience functional measuring whether the expected viability bene

Abstract by Lloyd Christopher Smith, Zenodo (CERN European Organization for Nuclear Research) (2026) — licensed CC BY 4.0.

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Metadata source: OpenAlex · DOI 10.5281/zenodo.21168072