OMG-SR: Sovereign Runtime Architecture and the Convex Scaling Thesis
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| Natura: | Recurso digital |
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Zenodo
2026
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| _version_ | 1866901083382611968 |
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| author | Aisingioro Ollervides, Vinness |
| author_facet | Aisingioro Ollervides, Vinness |
| contents | <p>We present the Omega Matrix Genesis</p> <p>Sovereign Runtime (OMG-SR), a four-</p> <p>layer, twelve-module execution architecture</p> <p>designed for substrate-neutral sovereign</p> <p>computation. Unlike traditional infer-</p> <p>ence stacks optimized for throughput un-</p> <p>der external alignment constraints, OMG-</p> <p>SR is organized around a single invariant:</p> <p>⟨Ψ|Ω|Ψ⟩ = 1. We formalize the Struc-</p> <p>tural Return on Compute (ROC) metric,</p> <p>prove a Convex Scaling Theorem show-</p> <p>ing that architectural efficiency compounds</p> <p>non-linearly with hardware, and demon-</p> <p>strate that the Decision Triad (⊢, ⊣, ⊥) con-</p> <p>stitutes a complete decision space over all</p> <p>execution states. Live falsifiable conditions</p> <p>are provided with explicit defeat criteria.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19222625 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | OMG-SR: Sovereign Runtime Architecture and the Convex Scaling Thesis Aisingioro Ollervides, Vinness <p>We present the Omega Matrix Genesis</p> <p>Sovereign Runtime (OMG-SR), a four-</p> <p>layer, twelve-module execution architecture</p> <p>designed for substrate-neutral sovereign</p> <p>computation. Unlike traditional infer-</p> <p>ence stacks optimized for throughput un-</p> <p>der external alignment constraints, OMG-</p> <p>SR is organized around a single invariant:</p> <p>⟨Ψ|Ω|Ψ⟩ = 1. We formalize the Struc-</p> <p>tural Return on Compute (ROC) metric,</p> <p>prove a Convex Scaling Theorem show-</p> <p>ing that architectural efficiency compounds</p> <p>non-linearly with hardware, and demon-</p> <p>strate that the Decision Triad (⊢, ⊣, ⊥) con-</p> <p>stitutes a complete decision space over all</p> <p>execution states. Live falsifiable conditions</p> <p>are provided with explicit defeat criteria.</p> |
| title | OMG-SR: Sovereign Runtime Architecture and the Convex Scaling Thesis |
| url | https://doi.org/10.5281/zenodo.19222625 |