AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Research preprint accompanying ESS-MAI POC011 version 0.1.0, by Bledar Gjata. This four-page preprint describes a bounded five-cycle Rust experiment with scalar verification outcomes 0, 0, 0, 1, 1 and two committed local effects. It documents distinct LIGHT coordination, QUANTUM candidate elimination and SHADOW verific...
This preprint documents ESS-MAI POC002, Bledar Gjata’s proposed AI Authority Entity: an executive competence with a defined duty, law and jurisdiction within a hierarchy. GCL supplies constitutional framing; LIGHT, QUANTUM and SHADOW exercise distinct competences. The proposal is evaluated through an unchanged 719-file...
This research preprint describes the POC009 scoped positive/negative model-memory experiment from ESS-MAI and AIGovern-Cyber. Bledar Gjata is an independent researcher in Albania. It explains retained source, new storage adapter, ERA/KiE computation, FFI boundaries, five process restarts, exact identity/deduplication,...
ESS-MAI POC-010: Authority Non-Duplication and Lawful Execution Continuity is a bounded, source-derived Rust experiment by Bledar Gjata (Independent Researcher, Albania). It answers the concurrent-authorization and crash-recovery test proposal by MANU-de in ESS-MAI Discussion #13. This software archive corresponds exac...
This research preprint reports a bounded operational continuity experiment derived from the ESS-MAI / AIGovern-Cyber Progressive Debatic engine. It defines exact checkpoint-byte equality between uninterrupted execution and restoration into a fresh process at every observed turn. The public Apache-2.0 software contains...
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