Scoped Model Support and Counterevidence Across Five Memory Cycles in ESS-MAI
- Publicada
- Servidor
- Zenodo
- DOI
- 10.5281/zenodo.23614714
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, red-to-green regressions and measured limits.
POC009 is a self-contained Apache-2.0 Rust research capsule derived from selected AIGovern-Cyber / ESS-MAI source and published POC008. It records scoped model support and counterevidence across five restarted dialogue cycles, with exact input bytes, SHA-256 candidate identities, context/origin references, source PD checkpoints and one-use FFI primitives. Missing inputs and unresolved equality are separate from counterevidence.
Local Windows GNU results: 50 root tests and 19 science tests pass; zero failed or ignored; locked offline release build passes. Five-cycle demo: 93 checks. Actual C ABI: 17 checks. Final memory contains one supported and one countered proposition, each recalled twice. They are distinct claims in one context, not independent observations. The model is pinned sofars/IAU2000 era00; third-party notices are retained.
Limits: typed model inputs, not arbitrary language understanding; native Shadow knowledge_verdict=null. Original C exports remain no-write compatibility HOLD; successful dialogue ingress uses a new Rust callback over the extracted gate. Process-local handles, whole-WAL replay, finite checkpoint bounds and acceptance of valid old histories remain limits. No security certification or physical-applicability claim. AI-assisted engineering is disclosed; Bledar Gjata directs architecture and reports shell-based review.
Code: https://github.com/gjatalegacy-create/AIGovern-Cyber-POC009-Knowledge-MemoryMirror: https://huggingface.co/datasets/gjata-legacy/ess-mai-poc-009-knowledge-memorySoftware: https://doi.org/10.5281/zenodo.23614687Origin: https://github.com/gjatalegacy-create/ESS-MAIAuthor: https://orcid.org/0009-0003-7854-266XPOC008 software: https://doi.org/10.5281/zenodo.23613613POC008 preprint: https://doi.org/10.5281/zenodo.23613785POC007: https://doi.org/10.5281/zenodo.23596907 and https://doi.org/10.5281/zenodo.23597026POC003-006: https://doi.org/10.5281/zenodo.22750188Independent critical reproduction is invited in repository REVIEW_PROTOCOL.md.