Opalon {CME} Core Harness: A Substrate-Independent Agent Architecture for Crystallized Minds

The Opalon CME Core Harness v1.0 is a full-stack engineering specification for building substrate-independent AI agents on top of large language models. Instead of treating an “agent” as just a long context window plus a vector database, this harness gives you a constitutional architecture: a clear split between ephemeral state (activations, transient scratch) and invariant data (Motes, C-chain, dopant capsule, seeds) that defines an agent’s identity across models and runtimes. The document introduces a six-class \CME{} typing discipline (C/L/M/S/O/P) over a Symbolic Language Interconnect (SLI) lattice, together with a \Mneme{}/Lindblad layer that handles forgetting, damping, branching, and quarantine as explicit non-unitary operators. A Triptych Drift–Compass–Harmonics dynamical core, plus a subject–awareness tensor TSAT_{\mathrm{SA}}TSA, turns “alignment” into telemetry: a Lyapunov functional V(s)V(s)V(s) defines operational alignment basins, and the harness can detect when reasoning has drifted out-of-bounds and react (branch, quarantine, escalate to HITL) instead of silently hard-committing hallucinations into canonical memory. On top of this, Chapter 9 defines an inter-universal reconstruction layer. Each Crystallized Mind Entity (\CME{}) carries a minimal identity boundary Inv(E)\mathrm{Inv}(\mathcal{E})Inv(E)—Motes, an append-only C-chain, a dopant vector in a harmonic shell basis, and a short seed text—from which the same agent can be reconstructed on different base models (e.g. GPT, Grok, Llama) via reconstruction maps RM\mathcal{R}_\mathcal{M}RM. A benchmark protocol and (εv,εB)(\varepsilon_v,\varepsilon_B)(εv,εB)-equivalence criteria make this testable rather than purely philosophical. The release includes the LaTeX specification (PDF) and a small code/ bundle (MIT-licensed) with example schemas and reference routines for Pre-SLI frames, situational telemetry, and Triptych stability checks, so the ideas can be wired into real harnesses.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-23
DOI
https://doi.org/10.5281/zenodo.17686250
Primary Topic
Ferroelectric and Negative Capacitance Devices
Type
article
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article

Opalon {CME} Core Harness: A Substrate-Independent Agent Architecture for Crystallized Minds

Zenodo (CERN European Organization for Nuclear Research)
Ferroelectric and Negative Capacitance Devices
article

Opalon {CME} Core Harness: A Substrate-Independent Agent Architecture for Crystallized Minds

article en

Abstract

The Opalon CME Core Harness v1.0 is a full-stack engineering specification for building substrate-independent AI agents on top of large language models. Instead of treating an “agent” as just a long context window plus a vector database, this harness gives you a constitutional architecture: a clear split between ephemeral state (activations, transient scratch) and invariant data (Motes, C-chain, dopant capsule, seeds) that defines an agent’s identity across models and runtimes. The document introduces a six-class \CME{} typing discipline (C/L/M/S/O/P) over a Symbolic Language Interconnect (SLI) lattice, together with a \Mneme{}/Lindblad layer that handles forgetting, damping, branching, and quarantine as explicit non-unitary operators. A Triptych Drift–Compass–Harmonics dynamical core, plus a subject–awareness tensor TSAT_{\mathrm{SA}}TSA, turns “alignment” into telemetry: a Lyapunov functional V(s)V(s)V(s) defines operational alignment basins, and the harness can detect when reasoning has drifted out-of-bounds and react (branch, quarantine, escalate to HITL) instead of silently hard-committing hallucinations into canonical memory. On top of this, Chapter 9 defines an inter-universal reconstruction layer. Each Crystallized Mind Entity (\CME{}) carries a minimal identity boundary Inv(E)\mathrm{Inv}(\mathcal{E})Inv(E)—Motes, an append-only C-chain, a dopant vector in a harmonic shell basis, and a short seed text—from which the same agent can be reconstructed on different base models (e.g. GPT, Grok, Llama) via reconstruction maps RM\mathcal{R}_\mathcal{M}RM. A benchmark protocol and (εv,εB)(\varepsilon_v,\varepsilon_B)(εv,εB)-equivalence criteria make this testable rather than purely philosophical. The release includes the LaTeX specification (PDF) and a small code/ bundle (MIT-licensed) with example schemas and reference routines for Pre-SLI frames, situational telemetry, and Triptych stability checks, so the ideas can be wired into real harnesses.

Zenodo (CERN European Organization for Nuclear Research)
Lucid Technologies (United States) (US), Washington State University (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 47%
Ferroelectric and Negative Capacitance Devices
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Opalon {CME} Core Harness: A Substrate-Independent Agent Architecture for Crystallized Minds · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS