From Symbolic Personas to an Auditable Cognitive Runtime: Patent-to-Code Traceability and Lessons in Metacontrol from the Nemosine Nous System

This preprint presents a longitudinal software architecture study of the Nemosine Nous System, documenting its transition from a prompt-based persona framework to an auditable cognitive runtime. The study introduces a patent-to-code traceability method, adapted from software reflexion models, to examine how architectural principles described in the Brazilian patent application BR 10 2025 023894 2 were progressively translated into executable software mechanisms. The analyzed runtime separates language-model generation from metacontrol through structured claim extraction, factual and normative evaluation, operational coherence scoring, bounded revision, promotion gating, persistence controls, and redacted audit logging. Specialized functions associated with the Scientist, Vigia, Philosopher, and Orchestrator are examined not as autonomous agents, but as software responsibilities capable of altering execution, blocking delivery, authorizing revision, or producing failed-safe outcomes. The paper also describes the Machine Room observability interface and identifies decision provenance, non-bypassable promotion paths, evaluator separation, and governed delivery as central requirements for auditable LLM systems. The contribution is an implementation-grounded account of how symbolic cognitive roles can become inspectable mechanisms of software governance, without attributing consciousness, independent agency, or full self-modeling to the system.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-27
DOI
https://doi.org/10.5281/zenodo.21626411
Primary Topic
Persona Design and Applications
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

From Symbolic Personas to an Auditable Cognitive Runtime: Patent-to-Code Traceability and Lessons in Metacontrol from the Nemosine Nous System

Edervaldo José De Souza Melo
Zenodo (CERN European Organization for Nuclear Research)
Persona Design and Applications
preprint

From Symbolic Personas to an Auditable Cognitive Runtime: Patent-to-Code Traceability and Lessons in Metacontrol from the Nemosine Nous System

Edervaldo José De Souza Melo
preprint en

Abstract

This preprint presents a longitudinal software architecture study of the Nemosine Nous System, documenting its transition from a prompt-based persona framework to an auditable cognitive runtime. The study introduces a patent-to-code traceability method, adapted from software reflexion models, to examine how architectural principles described in the Brazilian patent application BR 10 2025 023894 2 were progressively translated into executable software mechanisms. The analyzed runtime separates language-model generation from metacontrol through structured claim extraction, factual and normative evaluation, operational coherence scoring, bounded revision, promotion gating, persistence controls, and redacted audit logging. Specialized functions associated with the Scientist, Vigia, Philosopher, and Orchestrator are examined not as autonomous agents, but as software responsibilities capable of altering execution, blocking delivery, authorizing revision, or producing failed-safe outcomes. The paper also describes the Machine Room observability interface and identifies decision provenance, non-bypassable promotion paths, evaluator separation, and governed delivery as central requirements for auditable LLM systems. The contribution is an implementation-grounded account of how symbolic cognitive roles can become inspectable mechanisms of software governance, without attributing consciousness, independent agency, or full self-modeling to the system.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Persona Design and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

From Symbolic Personas to an Auditable Cognitive Runtime: Patent-to-Code Traceability and Lessons in Metacontrol from the Nemosine Nous System — Edervaldo José De Souza Melo · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS