Background
Systems administration
My foundation is real technical work: infrastructure, operations, troubleshooting, implementation, maintenance and practical judgment to keep things running reliably.
Personal site · Systems · Research · Music · Writing
José M. Rivera
Systems Administrator, builder of ideas, independent researcher and musician. This space brings together part of my work, my interests and the general direction of the projects I continue to build over time.
Welcome. This page is meant to be a simple and honest presentation of who I am and what I do. The idea is to bring together, in one place, my work, publications, some of my interests and the kind of projects I like to develop.
I have worked in systems since 1996, with experience shaped by practice, real-world problem solving and the need to build useful solutions. I am interested in infrastructure, systems administration, automation, applied artificial intelligence and technical documentation guided by judgment.
I am also drawn to independent research: exploring ideas, testing approaches, questioning simplifications and developing personal projects that combine technology, memory, organization, reasoning and real usefulness. Added to that is another important part of my life: music, which I do not see as separate, but as another form of sensitivity, discipline and search.
Site index. This homepage works as a general introduction. Research lines and public work information are organized on a separate page designed to provide enough context without exposing internal technical details of projects under development.
Work and interests
Current direction
Personal projects and AI
I develop my own ideas and projects related to artificial intelligence, knowledge organization, automation, memory, technical tools and building systems with purpose.
Ongoing interest
Research and Documentation
I care about studying, writing, documenting and keeping a record of processes, questions and findings. Not only building, but also thinking clearly about what is being built and why.
Personal dimension
Music
I am a musician and that part of me remains present. Music has been a school of sensitivity, discipline and expression, and it is a natural part of my identity alongside technology and technical work.
Research directions
Here I present only the general direction of my work: the categories, the problems that interest me and the kind of systems I am exploring. Internal implementation details, specific methods and certain active designs remain outside the public presentation.
Knowledge
Memory and organization systems
Interest in persistent memory, knowledge organization, contextual retrieval and structures that allow information to be preserved and consulted in a useful and durable way.
Architecture
Verifiable and auditable systems
Exploration of architectures with traceability, state control, validation and greater reviewability than purely generative approaches.
Scale
Compressed knowledge infrastructure
Conceptual work on compression, indexing and efficient access to large volumes of information, with special interest in compact, high-performance hardware.
Application
Useful tools in real contexts
My interest is not only theoretical. I seek systems that can help with consultation, organization, technical automation and support for processes with practical demands.
Publications and Recent works
Selection of theoretical and architectural works published openly. These texts do not claim perfect solutions or empirically validated containment; they propose frameworks, explicit assumptions and falsifiable ideas for critical discussion.
CSENI-S v1.1 — Multi-Level Sovereign Containment for Superintelligence
A theoretical framework focused on multi-level external supervision and sovereign containment for advanced AI systems.
NIESC / CSENI v1.0 — Non-Invertible External Supervisory Control
An architectural proposal for non-invertible external supervisory control for advanced systems, focused on governance and structural guardrails.
Constitutional Architecture of Sovereign Containment for Future AI
A work on constitutional architecture, operational friction and separation of powers for sovereign containment in future AI.
Unified Theory of Intelligence (TUI)
A general theoretical line about intelligence, structure, organization and explanatory frameworks related to cognitive systems and auditable architectures.
Links principales
Here you will find part of my public work, my professional profiles and some spaces where repositories, publications and references related to my activity can be seen.
- GitHub github.com/jmrgpr Code, repositories, experiments, ideas and technical work in development.
- LinkedIn linkedin.com/in/josemriveragarcia Profile profesional, trayectoria y contexto general de mi experiencia.
- ORCID 0009-0000-3013-725X Identifier for publications, contributions and related academic work.
- Reddit r/UnifiedIntelligence Public space related to intelligence, discussion, ideas and broader context.
- Zenodo zenodo.org/records/17702378 Publications y materiales públicos asociados a mis investigaciones y proyectos.
Contact
Email: jmrgpr@gmail.com
Base location: Puerto Rico
General focus: systems administration, applied artificial intelligence, personal projects, independent research, writing and music.
Openness: serious conversations about collaboration, applied research, technical partnerships and opportunities related to knowledge systems, verifiable architectures and knowledge infrastructure.