Signature Practice as Informational Engineering:  An Operator Model of Ritual, Meaning, and Active Inference

Elias Rubenstein

doi:10.36948/ijfmr.2026.v08i04.85655

Signature Practice as Informational Engineering: An Operator Model of Ritual, Meaning, and Active Inference

Author(s)	Dr. Elias Rubenstein
Country	United States
Abstract	Structured practices in ritual and contemplative settings often claim reliable change through formal protocols, disciplined attention, prior alignment, and staged calibration. Debate commonly polarizes between extraordinary causation and generic expectancy accounts. This paper offers a third option: a methodological framework that treats such practices as informational interventions acting on coupled agent–environment systems. A five-operator model represents protocols as ordered sequences of learning, framing, attentional stabilization, invariance constraints, and regulatory feedback. Drawing on convergent findings from ritual psychology, predictive processing and active inference, meaning response research, meditation neuroscience, and semiotic information theory, the model yields discriminative, preregisterable predictions. It predicts diagnostic moderation of effects, scaling with diagnostic certainty, and stage-specific early ordering in a composite divergence measure prior to coarse phenomenological change. It also predicts that symbolically congruent sequences outperform carrier-matched, diagnosis-incongruent sequences under controlled context. The paper does not claim empirical validation; it specifies tests with clear failure modes.
Keywords	signature practice, ritual, informational interventions, active inference, meaning response
Field	Sociology > Philosophy / Psychology / Religion
Published In	Volume 8, Issue 4, July-August 2026
Published On	2026-08-12
DOI	https://doi.org/10.36948/ijfmr.2026.v08i04.85655

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Signature Practice as Informational Engineering: An Operator Model of Ritual, Meaning, and Active Inference

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