Commit-Gated Execution for Regulated Artificial Intelligence
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| Format: | Recurso digital |
| Sprache: | Englisch |
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Zenodo
2026
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| _version_ | 1866901795821846528 |
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| author | Pinnock, Lee |
| author_facet | Pinnock, Lee |
| contents | <p><span>Kayllo™ introduces a deterministic execution governance architecture designed for deployment of artificial intelligence within regulated environments. As AI systems transition from analytical tools into externally effective actors capable of initiating operational, financial, and legal outcomes, existing computing architectures lack a formal mechanism governing when computation is permitted to create real-world effect.</span></p> <p><span>This work defines commit-gated execution, a control-plane model that separates computational output from externally effective state change. Under this model, AI systems generate provisional decisions that become operational only after deterministic qualification against a snapshot-bound governance context. The resulting activation event produces immutable transition evidence enabling independent verification, jurisdictional enforcement, and long-term auditability without reliance on runtime reconstruction.</span></p> <p><span>The paper positions execution governance as a new infrastructure layer within modern computing stacks, analogous to the historical emergence of transport encryption, zero-trust identity, and distributed orchestration. Rather than constraining model reasoning, the architecture governs activation itself, enabling regulated deployment of autonomous systems while preserving innovation.</span></p> <p><span>This publication presents the architectural principles underlying deterministic activation and establishes AI execution governance as a foundational requirement for trustworthy autonomous systems operating within financial, healthcare, public-sector, and critical infrastructure domains.</span></p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18736037 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Commit-Gated Execution for Regulated Artificial Intelligence Pinnock, Lee deterministic state transition commit-gated execution commit-qualified state externally effective computing state execution governance layer deterministic authority layer authority emergence publication commit append-only state transition atomic dissemination control verification-gated activation deterministic execution boundary computational authority control commit-qualified publication deterministic activation control execution governance architecture deterministic control plane immutable registry context snapshot-resolved execution version-locked registry deterministic routing canonicalised execution envelope provisional computational state execution validation engine atomic publication mechanism interoperability verification downstream verification requirement append-only ledger recording verification proof generation deterministic replay verification independent verifier validation export bundle verification export hash verification tamper-evident recording offline recomputation verification deterministic hash binding cryptographic publication hash Merkle anchoring verifiable state transition cross-system interoperability control trustless verification independent system validation downstream authority verification cross-domain execution acceptance verification-conditioned interoperability distributed computing governance externally verifiable computation machine-to-machine verification gating AI execution governance controlled AI activation machine action gating governed automation execution deterministic AI deployment safe autonomous execution governed agent activation externally constrained AI output execution authorization boundary authority emergence condition computational authority establishment non-externally effective state authority validity boundary execution authority boundary deterministic qualification layer verification-based authority commit-qualified authority execution trust boundary computing activation primitive verification-gated computing deterministic execution infrastructure governed computation layer machine authority infrastructure computational trust primitive A deterministic commit-gated execution and publication system establishing externally effective computational authority through append-only state transition recording and independent verification. <p><span>Kayllo™ introduces a deterministic execution governance architecture designed for deployment of artificial intelligence within regulated environments. As AI systems transition from analytical tools into externally effective actors capable of initiating operational, financial, and legal outcomes, existing computing architectures lack a formal mechanism governing when computation is permitted to create real-world effect.</span></p> <p><span>This work defines commit-gated execution, a control-plane model that separates computational output from externally effective state change. Under this model, AI systems generate provisional decisions that become operational only after deterministic qualification against a snapshot-bound governance context. The resulting activation event produces immutable transition evidence enabling independent verification, jurisdictional enforcement, and long-term auditability without reliance on runtime reconstruction.</span></p> <p><span>The paper positions execution governance as a new infrastructure layer within modern computing stacks, analogous to the historical emergence of transport encryption, zero-trust identity, and distributed orchestration. Rather than constraining model reasoning, the architecture governs activation itself, enabling regulated deployment of autonomous systems while preserving innovation.</span></p> <p><span>This publication presents the architectural principles underlying deterministic activation and establishes AI execution governance as a foundational requirement for trustworthy autonomous systems operating within financial, healthcare, public-sector, and critical infrastructure domains.</span></p> |
| title | Commit-Gated Execution for Regulated Artificial Intelligence |
| topic | deterministic state transition commit-gated execution commit-qualified state externally effective computing state execution governance layer deterministic authority layer authority emergence publication commit append-only state transition atomic dissemination control verification-gated activation deterministic execution boundary computational authority control commit-qualified publication deterministic activation control execution governance architecture deterministic control plane immutable registry context snapshot-resolved execution version-locked registry deterministic routing canonicalised execution envelope provisional computational state execution validation engine atomic publication mechanism interoperability verification downstream verification requirement append-only ledger recording verification proof generation deterministic replay verification independent verifier validation export bundle verification export hash verification tamper-evident recording offline recomputation verification deterministic hash binding cryptographic publication hash Merkle anchoring verifiable state transition cross-system interoperability control trustless verification independent system validation downstream authority verification cross-domain execution acceptance verification-conditioned interoperability distributed computing governance externally verifiable computation machine-to-machine verification gating AI execution governance controlled AI activation machine action gating governed automation execution deterministic AI deployment safe autonomous execution governed agent activation externally constrained AI output execution authorization boundary authority emergence condition computational authority establishment non-externally effective state authority validity boundary execution authority boundary deterministic qualification layer verification-based authority commit-qualified authority execution trust boundary computing activation primitive verification-gated computing deterministic execution infrastructure governed computation layer machine authority infrastructure computational trust primitive A deterministic commit-gated execution and publication system establishing externally effective computational authority through append-only state transition recording and independent verification. |
| url | https://doi.org/10.5281/zenodo.18736037 |