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June 1, 20260 citationsOpen Access

Contract-Based Semantic Execution Model for Governed AI Systems

AIKernel Formal Foundations: Contract-Based Semantic Execution for Governed AI Systems

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TSTakuya Sogawa

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Overview

Technical note defines formal foundations for a contract-based model governing AI system execution, suggesting implications for AI inference.

Key Points

  • This work aims to define the formal foundations for AIKernel as a model for semantic execution in governed AI systems.
  • Defines core principles of contract-based execution and semantic trajectory.
  • Introduces deterministic governance and interface-led architecture as fundamental components.
  • Discusses fail-closed execution and role separation in AI governance.
  • Establishes a clear framework for governed AI systems that transitions from prompt-response to semantic execution.
  • Highlights the significance of asynchronous result pipelines in improving AI inferencing efficiency.
  • Positioned as the foundational theory underpinning a series of AIKernel papers on Semantic Context OS governance.

Cite This Study

Takuya Sogawa (2026) studied this question.

synapsesocial.com/papers/6a1d23a102fbce9130639144https://doi.org/10.5281/zenodo.20460322
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