LUME: Eliminating Cognitive Distance — A Deterministic Natural-Language Programming Language with Intent-Resolving Compilation, Voice Input, Certified Security, and Synthetic Organism Runtime
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| Format: | Recurso digital |
| Langue: | anglais |
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Zenodo
2026
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| _version_ | 1866902276157734912 |
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| author | Andrews, Ronald Jason |
| author_facet | Andrews, Ronald Jason |
| contents | <p>Lume is a deterministic natural-language programming language that accepts natural English as valid source code. The compiler uses a 7-layer intent resolution pipeline in which Layers 1 through 6 are entirely deterministic, rule-based, and reproducible; AI is used only as a final fallback in Layer 7. The compiler introduces a novel three-layer security model with live AST-level scanning that produces tamper-evident security certificates embedded in compiled output — a paradigm I call "certified at birth." The self-sustaining runtime (Monitor, Healer, Optimizer, Evolver) extends beyond software into cyber-physical systems, enabling Synthetic Organisms — deterministic, self-maintaining constructs governed by the Lume runtime. Implementation: ~80,000 LOC, 2,160 tests, 154 deterministic patterns, 10 human languages, 35 ecosystem applications.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19389177 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | LUME: Eliminating Cognitive Distance — A Deterministic Natural-Language Programming Language with Intent-Resolving Compilation, Voice Input, Certified Security, and Synthetic Organism Runtime Andrews, Ronald Jason cognitive distance natural-language programming deterministic compilation voice-to-code intent resolution compiler security synthetic organisms <p>Lume is a deterministic natural-language programming language that accepts natural English as valid source code. The compiler uses a 7-layer intent resolution pipeline in which Layers 1 through 6 are entirely deterministic, rule-based, and reproducible; AI is used only as a final fallback in Layer 7. The compiler introduces a novel three-layer security model with live AST-level scanning that produces tamper-evident security certificates embedded in compiled output — a paradigm I call "certified at birth." The self-sustaining runtime (Monitor, Healer, Optimizer, Evolver) extends beyond software into cyber-physical systems, enabling Synthetic Organisms — deterministic, self-maintaining constructs governed by the Lume runtime. Implementation: ~80,000 LOC, 2,160 tests, 154 deterministic patterns, 10 human languages, 35 ecosystem applications.</p> |
| title | LUME: Eliminating Cognitive Distance — A Deterministic Natural-Language Programming Language with Intent-Resolving Compilation, Voice Input, Certified Security, and Synthetic Organism Runtime |
| topic | cognitive distance natural-language programming deterministic compilation voice-to-code intent resolution compiler security synthetic organisms |
| url | https://doi.org/10.5281/zenodo.19389177 |