I am Bledar Gjata, author and systems architect of ESS-MAI at Gjata Legacy. I work on Rust systems engineering, reproducible research software, runtime verification, governed AI systems, negative knowledge, and fail-closed behavior.
- Explore ESS-MAI — architecture, source, citation metadata, and public evidence.
- Reproduce the executable POCs — bounded Rust/Cargo capsules; the exact POC 003 + POC 004 deposit has DOI 10.5281/zenodo.22074028.
- Collaborate or report results — public PASS, PARTIAL, FAIL, and evidence-bound research-question forms.
- Gjata Collapse Law (GCL): the project-defined constitutional model that delegates and bounds subordinate system roles.
- Negative knowledge: failures, exclusions, and rejected paths preserved as operational evidence.
- Light–Quantum–Shadow: named ESS-MAI roles for coordination, reasoning, and verdict/persistence under GCL; “Quantum” does not claim quantum hardware or quantum computation.
- Traceable deterministic reasoning: explicit transitions, evidence-bound handoffs, and fail-closed gates.
- Executable prior art: reproducible POCs that publish experimental success and failure together.
ESS-MAI is an active experimental research prototype, not a production system, security certification, independent scientific validation, or patent-office novelty determination. A separate private ESS-MAI v1.8.9 workspace is outside this disclosure. The public workflow verifies disclosed-source identity, Cargo build, and tests; run counts below come from the deposited evidence and are not presented as independent replication.
| POC | Maintainer-verified result |
|---|---|
| POC 003 v0.2.0 | Cargo build PASS; 84/84 tests; empty cold-start gap reproduced 3/3; exact-pair causal control passed 1/1 |
| POC 004 v0.2.0 | Cargo build PASS; 19/19 tests; supported local behavior and counterexamples reproduced 5/5 |
| Anchor | Fixed public scope |
|---|---|
| Zenodo v1.0.0 | Exact software deposit; Concept DOI 10.5281/zenodo.22074027 |
| Software Heritage | Content-addressed POC tree: swh:1:dir:79459e40e31b2a248c87402a1e20b99f067d66d3 |
| GitHub Release | Immutable public release anchored to commit 71964a690758f475a53c43ee50d954f43549f1d4 |
| OpenAIRE | Discoverable research-software metadata; currently under curation |
The sealed collection manifest preserves its historical pre-tag release-candidate state. Publication status is established by the immutable GitHub Release and Zenodo record above; the sealed POC bytes are not rewritten after publication.
Open to independent reproduction, Rust review, formal-methods collaboration, and evidence-bound counterexamples.
- Author / architect: Bledar Gjata
- Project: ESS-MAI
- Organization / affiliation: Gjata Legacy
- Public contact: gjata@legacy.al
- Media: LinkedIn · X · YouTube · Business Magazine Albania · ACP Albania
Bledar Gjata · ESS-MAI · Gjata Legacy