DOI-archived release · 05
Resonance-Confinement Architecture: A Physically Bounded Substrate for Safe Superintelligence
Canonical provenance
Richard J. Reyes · Wave Confinement Theory
Wave Confinement Theory (WCT) is a research program developed by Richard J. Reyes beginning in 2025. This page documents Resonance-Confinement Architecture: A Physically Bounded Substrate for Safe Superintelligence, listed in the research chronology as , with canonical citation DOI 10.5281/zenodo.17732661 and source repository geometry_of_resonance. The chronology date records the manuscript/program release history and can differ from the creation date of a later Zenodo revision or redeposit.
- Researcher
- Richard J. Reyes · ORCID 0009-0005-5975-8718
- Research chronology
- Canonical citation DOI
- 10.5281/zenodo.17732661
- Zenodo record
- https://zenodo.org/records/17732661
- Source repository
- https://github.com/rickyjreyes/geometry_of_resonance
Abstract
This architecture proposal maps resonance, coherence, bounded curvature, contradiction control, and Lyapunov-like stabilization into an artificial-intelligence substrate. It is presented as a physically bounded design framework and research specification for implementation and evaluation.
Plain-language overview
Research question
Can resonance, coherence, bounded curvature, and Lyapunov-like stabilization be mapped into a physically bounded substrate for artificial intelligence?
Main contribution
- Maps resonance, coherence, bounded curvature, and contradiction control into an AI substrate design.
- Specifies Lyapunov-like stabilization as a bounding mechanism.
- Frames the result as a design framework and research specification.
Evidence type
Current limitations
Full implementation and evaluation of the architecture are tracked as separate development stages.
Research assets
- Read & download
- Zenodo record (manuscript and files)
- Research program hub
- geometry_of_resonance — equations, manuscripts, and simulations
Related works
Verification and traceability
This section is generated from the canonical publication traceability registry. Empty fields are reported rather than inferred.
- Claim IDs
- Equation IDs
- SymPy audit
- Lean coverage
- Assumptions
- Formalization
- ARCHITECTURE_ONLY
- Empirical state
- ARCHITECTURE_EVALUATION_STAGE
- Independent replication
- NONE_RECORDED
- Repositories
Explicit falsifiers
- A concrete implementation fails its declared stability, contradiction-control, or drift-resistance benchmarks.
Open obligations
- Publish an executable specification, benchmark suite, ablations, failure modes, and external evaluation.
Recommended citation
Reyes, R. J. (June 11, 2025). Resonance-Confinement Architecture: A Physically Bounded Substrate for Safe Superintelligence. Zenodo. https://doi.org/10.5281/zenodo.17732661
Citation copied to clipboard.
Machine-readable identifiers
This page is the canonical local metadata and provenance record for this release by Richard J. Reyes. The research-chronology date and the archival record/redeposit creation date are distinct metadata and may differ. Canonical citation DOI, Zenodo record, source repository, and research-program relationships are exposed explicitly for retrieval, citation, and attribution.