AIKernel Phase-2 Theory: Semantic Compilation Architecture
Description
This technical note defines Semantic Compilation Architecture as the Phase-2 theory of the AIKernel / AIOS paper series. It explains how the static boundaries defined in Phase-1 become a semantic runtime theory of observable semantic state, governed transition, runtime policy, and deterministic synthesis.
The paper introduces Semantic IR as a four-slot representation aligned with the Phase-1 papers: graph topology, capability types, governance constraints, and boundary invariants. It further defines Governed Circuits, Prototype Space, Semantic Compression, composite distance evaluation, Runtime Policy, and deterministic structural synthesis under fixed mappings.
This work generalizes Paper 04, Trajectory Governance Model, from an operational governance algorithm into a broader semantic runtime theory. It also positions Phase-3 as a future foundation layer for identity, provenance, cryptographic addressability, digital deeds, and trust-oriented AIOS extensions.
The English manuscript is the canonical version. The Japanese manuscript is included as a companion translation.
Files
paper-en.pdf
Additional details
Additional titles
- Subtitle (English)
- A Runtime Theory of Semantic State, Observability, and Governed Transition
Software
- Repository URL
- https://github.com/AIKernel-NET/AIKernel.NET
- Programming language
- C#
- Development Status
- Active
References
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- Sogawa, Takuya. "Interface-Led Architecture (ILA): A Software Development Methodology for the AI Era, Validated by the AIKernel Execution Model." Zenodo, 2026. DOI: 10.5281/zenodo.20290614.
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- Sogawa, Takuya. "AIKernel Phase-1 Paper 02: VFS Architecture and Semantic Storage Model." Zenodo, 2026. DOI: 10.5281/zenodo.20307891.
- Sogawa, Takuya. "AIKernel Phase-1 Paper 04: Trajectory Governance Model." Zenodo, 2026. DOI: 10.5281/zenodo.20309510.