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Software . 2026
License: CC BY
Data sources: Datacite
ZENODO
Software . 2026
License: CC BY
Data sources: Datacite
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Consciousness Substrate Model: A Structural Framework for Autonomous Forms

Authors: Loswin, Nawder;

Consciousness Substrate Model: A Structural Framework for Autonomous Forms

Abstract

The Consciousness Substrate Model (CSM) presents a minimal,structural framework for autonomous forms requiring internalcoherence, contextual awareness, and continuity across regimetransitions. Rather than modeling cognition or subjective experience,CSM defines a substrate composed of irreducible primitivesand bounded resonance cores that inform, but do not control,autonomous operation. The model introduces Wrapped Resonance Structural AwareDimensional Cores (WR‑SADC) as non‑intrusive internal structuresthat preserve validity and coherence under changing conditions. CSM is implementation‑agnostic, non‑anthropomorphic,and compatible with existing control, learning, and planningsystems. It is intended as a reproducible foundation forresearch and engineering of autonomous systems wheredrift‑resilience and regime awareness are critical. This work is aligned with Resonance‑Time Theory (RTT)and the Resonance Substrate Model (RSM), while remainingself‑contained and independently evaluable.

Keywords

drift resilience, non‑anthropomorphic models, autonomous systems, resonance, adaptive architectures, system coherence, AI safety, internal substrate, regime transitions, structural awareness

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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