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Leon Calvin II Long

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#software testing Open access Oct 2026

Deterministic Containment of Probabilistic Intelligence: The Squirrel OS Journey — Philosophy, Architecture, and Empirical Evidence

Research monograph in thesis form — a self-published master's-thesis-style synthesis of the Squirrel OS program. Status disclosure: this is not a university-issued document and confers no degree or credential. Chapter 1, the journey: a receipted timeline from the August 2026 question (can an LLM-governed fleet heal its...

Leon Calvin II Long · 0 citations
#software testing Open access Oct 2026

Dual Mesh Benchmark: Preregistered Latency and Integrity Measurements for Deterministic Anomaly-to-Playbook Resolution (Public Edition v1.0)

Preregistered dual-mesh benchmark paper reporting three measurements of the Squirrel OS deterministic anomaly-to-playbook resolution layer: B1 lookup latency — in-process mesh resolver 200/200 correct, median 0.000443 ms, versus an LLM baseline (Automatic engine, fresh platform conversation per instance, wall-clock req...

Leon Calvin II Long · 1 citation
#data science Open access Oct 2026

Deterministic Runtime Architecture (Public Edition v3.1): Enterprise Architecture Deck

12-slide enterprise architecture deck: Constitutional Core; Bifurcated Governance (probabilistic proposers operate inside a deterministic cage that validates every proposal against invariant contracts before execution); Deterministic Mesh; Four Horsemen benchmark fleet; SDR-1 substrate determinism receipts (checksum 0x...

Leon Calvin II Long · 2 citations

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