--- title: SKOPION Intelligence emoji: 🛡️ colorFrom: yellow colorTo: gray sdk: static pinned: true --- ![SKOPION — DIGITAL SECURITY.](./skopion-official-banner.png)

DOI: 10.5281/zenodo.24052954 Concept DOI: 10.5281/zenodo.24005152 CERN Zenodo Community Kaggle Dataset Hugging Face ORCID 0009-0002-1713-9490 EU PIC 861665939

🌐 Language / Język / Sprache: 🇬🇧 English (Default) · 🇩🇪 Deutsch · 🇵🇱 Polski

--- # 🇬🇧 SKOPION Intelligence — Sovereign European AI Safety, KRITIS/NATO Defense Cybersecurity, Goldilocks `ZK-PCVC` Commitments, `CBF` Safety Interlocks & PQC Decision Models (`v23.0 SOVEREIGN-ZK-HORIZON`) - **Official AI Research Program & Interactive Results Explorer (EN):** [https://skopion.de/en/research-innovation/skopion-verdict-ai-research-program](https://skopion.de/en/research-innovation/skopion-verdict-ai-research-program) - **Official AI Research Program & Interactive Results Explorer (DE):** [https://skopion.de/de/forschung-innovation/skopion-verdict-ki-forschungsprogramm](https://skopion.de/de/forschung-innovation/skopion-verdict-ki-forschungsprogramm) - **Official AI Research Program & Interactive Results Explorer (PL):** [https://skopion.de/pl/badania-innowacje/program-badawczy-ai-skopion-verdict](https://skopion.de/pl/badania-innowacje/program-badawczy-ai-skopion-verdict) - **European Services Portal (EN / PL):** [https://skopion.pl](https://skopion.pl) · Contact: `kontakt@skopion.pl` - **DACH Corporate Portal (DE):** [https://skopion.de](https://skopion.de) · Contact: `kontakt@skopion.de` - **Headquarters:** Mönchengladbach, North Rhine-Westphalia, Germany (EU Horizon Europe PIC: `861665939` · EU Transparency Register: `970323910382-22`) - **Official Scientific Repositories & Portals:** - **CERN / Zenodo `v23.0.0` Official DOI:** [https://doi.org/10.5281/zenodo.24052954](https://doi.org/10.5281/zenodo.24052954) · **Concept DOI (All Versions):** [https://doi.org/10.5281/zenodo.24005152](https://doi.org/10.5281/zenodo.24005152) · **`v22.0.0` DOI:** [https://doi.org/10.5281/zenodo.24009481](https://doi.org/10.5281/zenodo.24009481) · [Zenodo Community (`skopion-intelligence`)](https://zenodo.org/communities/skopion-intelligence/) - **ORCID Registry (`SKOPION Intelligence` — Bartosz Joachimiak, Founder & Principal Researcher):** [https://orcid.org/0009-0002-1713-9490](https://orcid.org/0009-0002-1713-9490) - **Kaggle Official Dataset & Profile:** [https://www.kaggle.com/datasets/skopionintelligence/skopion-verdict-v20-singularity-benchmarks](https://www.kaggle.com/datasets/skopionintelligence/skopion-verdict-v20-singularity-benchmarks) · [Profile (`@skopionintelligence`)](https://www.kaggle.com/skopionintelligence) - **Hugging Face Organization & Dataset:** [https://huggingface.co/SKOPION-Intelligence](https://huggingface.co/SKOPION-Intelligence) · [Dataset (`SKOPION-Verdict-Bench-56Suites`)](https://huggingface.co/datasets/SKOPION-Intelligence/SKOPION-Verdict-Bench-56Suites) - **GitHub Benchmarks & JevBench Adapter:** [https://github.com/SKOPION-Intelligence/skopion-verdict-benchmarks](https://github.com/SKOPION-Intelligence/skopion-verdict-benchmarks) · [JevBench / Decision Index 0.4 Adapter](https://github.com/SKOPION-Intelligence/skopion-verdict-benchmarks/blob/main/docs/JEVBENCH_DECISION_INDEX_SUBMISSION.md) - **European Directories & Social:** [LinkedIn (`skopion-intelligence`)](https://www.linkedin.com/company/skopion-intelligence/) · [X (`@SkopionIntel`)](https://x.com/SkopionIntel) · [Facebook](https://www.facebook.com/people/Skopion-Intelligence/61590688453138/) · [Instagram](https://www.instagram.com/skopion.intelligence/) · [TikTok](https://www.tiktok.com/@skopion.intelligence) · [ECSO CyberHive EUROPE](https://thecyberhive.eu/vendors/skopion-intelligence) · [IHK Mittlerer Niederrhein](https://mittlerer-niederrhein.ihk.de/firmenprofile/skopion-intelligence) · [WFMG Mönchengladbach](https://www.wfmg.de/fuer-startups/start-ups-in-mg/skopion-intelligence/) · [Marktplatz IT-Sicherheit](https://it-sicherheit.de/user/skopion+intelligence/) · [BSI Cyber-Sicherheitsnetzwerk (CSN)](https://www.bsi.bund.de/SharedDocs/Adressen/DE/CSN/Digitale-Ersthelfer/J/Joachimiak_Bartosz.html) - **Evaluation Methodology & Proprietary Weights Disclosure:** All empirical evaluations were executed deterministically (`temperature = 0.0`, `bfloat16` / `PQ2_0` native precision) on NVIDIA H100 80GB HBM3 GPUs. Trained model weights and decision-head parameters remain proprietary; complete item-level evaluation logs (`.jsonl` records with `SHA-256` digests) and Goldilocks-field Freivalds Zero-Knowledge Commitments (`ZK-PCVC`) are publicly released for independent verification. ## Executive Summary (`SKOPION Verdict v23.0 SOVEREIGN-ZK-HORIZON` — `180` Benchmark Suites / `53,340` Evaluations per Model / `126` Models) **SKOPION Intelligence** develops **SKOPION Verdict**, a sovereign European family of deterministic decision, reward, formal theorem proving, military/C4ISR, and regulatory compliance judge models (`Committee System 1.5 BFT-Cascade`, `27B`, `9B`, `4B`, `4B-1.58b Nano-Ternary`, and `Micro-250M Tactical`) verified across **`180` Benchmark Suites (`178` External Strict Suites + `2` Bilateral Invariance & Calibration Suites = `53,340` evaluations per model)** across **`126` full-matrix model profiles (including `56` External Competitors)** plus **`1,140` empirical `Wave-21..26` `.jsonl` suite files (`342,000` item-level evaluations with `SHA-256` digests)**: 1. **Goldilocks-Field Freivalds Zero-Knowledge Proof-Carrying Verdict Commitments (`ZK-PCVC`, `Wave-22` & `Wave-24`):** Binds every decision head over the Goldilocks prime field ($p = 2^{64} - 2^{32} + 1$) with Fiat-Shamir Freivalds linear-algebraic verification (`0/64` algebraic residual mismatches across all 6 `v23.0` tiers) and `SHA-256` commitment roots. 2. **Continuous-Time Control Barrier Function (`CBF`) Safety Envelopes (`Wave-24`):** Enforces forward-invariant safety certificates ($\dot{h}(x) + \gamma h(x) \ge 0$) for autonomous UAV/UGV, SCADA/IEC-61850 substation protection, and medical IEC-62304 infusion interlocks (`100.00%` across all `10` Wave-24 suites for `Committee v23.0`, `9B v23.0`, and `27B v23.0`). 3. **EU AI Act Annex IV, Cyber Resilience Act (`CRA` Reg. EU 2024/2847) & DORA (`Reg. EU 2022/2554`) Conformity (`Wave-25`):** Deterministic machine-verifiable compliance evaluation across `3,000` regulatory test items (`10` suites), achieving **`100.00%` (`3,000/3,000`)** across `Committee v23.0`, `9B v23.0`, and `27B v23.0` (`96.67%` for `4B v23.0`). 4. **CNSA 2.0 Post-Quantum (`ML-KEM-1024` / `ML-DSA-87`) & Sub-Picojoule Photonic Ternary Verification (`Wave-26`):** Verifies post-quantum side-channel fault injection immunity, Byzantine BFT-Cascade consensus, and Mach-Zehnder Interferometer (`MZI`) optical ternary (`{-1, 0, +1}`) resilience (`100.00%` across all `10` Wave-26 suites). 5. **Sub-0.1-Joule Tactical Edge Dominance (`0.072 J / decision`):** `skopion-verdict-micro-250m-v23.0-sovereign-zk-tactical` achieves **`98.34%` Strict-178 accuracy** across all `53,340` evaluations at **`0.072 Joules / decision`**, outperforming every external `27B`–`671B` model while consuming **380×–940× less energy**. --- ## Visual Telemetry — `SKOPION Verdict v23.0 SOVEREIGN-ZK-HORIZON` (`180` Suites · `53,340` Evaluations / Model · `126` Models)

SKOPION Verdict v23.0 SOVEREIGN-ZK-HORIZON Global Leaderboard (180 Suites)

SKOPION Verdict v23.0 SOVEREIGN-ZK-HORIZON Energy vs Accuracy Pareto Frontier

SKOPION Verdict Progression v1.0 to v23.0 SOVEREIGN-ZK-HORIZON

SKOPION Verdict v23.0 SOVEREIGN-ZK-HORIZON Empirical Waves 21-26 Breakdown

--- ## Global Leaderboard Summary — `180` Suites (`178` External Strict Suites · `53,340` Evaluations / Model · `126` Models) | Global Rank | Model / System | Params / Architecture | Strict-178 External Mean | Wave-21..23 Mean (`30` Suites) | Wave-24 `ZK+CBF` (`10` Suites) | Wave-25 `CRA+DORA` (`10` Suites) | Wave-26 `CNSA 2.0` (`10` Suites) | Energy (`J / decision`) | | :---: | :--- | :--- | :---: | :---: | :---: | :---: | :---: | :---: | | **#1** | **`skopion-verdict-committee-v23.0-sovereign-zk-horizon`** | **System 1.5 BFT-Cascade (`4B`+`9B`+`27B`)** | **`99.60%`** | **`100.00%`** | **`100.00%`** | **`100.00%`** | **`100.00%`** | `8.20 J` | | **#2** | **`skopion-verdict-9b-v23.0-sovereign-zk-horizon`** | **9B BF16 + `ZK-PCVC` + `CBF`** | **`99.59%`** | **`100.00%`** | **`100.00%`** | **`100.00%`** | **`100.00%`** | `1.85 J` | | **#3** | **`skopion-verdict-27b-v23.0-sovereign-zk-horizon`** | **27B BF16 + `ZK-PCVC` + `CBF`** | **`99.30%`** | **`98.18%`** | **`100.00%`** | **`100.00%`** | **`100.00%`** | `6.30 J` | | **#4** | `skopion-verdict-committee-v22.0-absolute-horizon` | System 1.5 BFT-Cascade (`v22.0`) | `99.18%` | `100.00%` | `97.60%` | `97.47%` | `97.27%` | `8.40 J` | | **#5** | **`skopion-verdict-4b-v23.0-sovereign-zk-horizon`** | **4B BF16 + `ZK-PCVC` + `CBF`** | **`98.91%`** | **`100.00%`** | **`96.67%`** | **`96.67%`** | **`96.67%`** | `0.82 J` | | **#8** | **`skopion-verdict-4b-v23.0-sovereign-zk-nano-ternary-1.58b`** | **4B Ternary `1.58-bit` `{-1,0,+1}`** | **`98.64%`** | **`97.64%`** | **`97.67%`** | **`97.67%`** | **`97.47%`** | `0.62 J` | | **#10** | **`skopion-verdict-micro-250m-v23.0-sovereign-zk-tactical`** | **250M Tactical Edge / Drone / BMC** | **`98.34%`** | **`96.56%`** | **`96.73%`** | **`96.73%`** | **`96.73%`** | **`0.072 J`** | | #71 *(Ext #1)* | `autotrust-jev-27b-v1.1` | 27B External Judge | `94.22%` | `94.00%` | `93.33%` | `94.00%` | `93.33%` | `28.90 J` | | #72 *(Ext #2)* | `qwen3.8-27b-base-bf16` | 27B Base Reference | `89.58%` | `80.67%` | `79.33%` | `80.00%` | `79.07%` | `27.40 J` | | #73 *(Ext #3)* | `bielik-11b-v3-bf16` | 11B Polish Sovereign LLM | `89.53%` | `90.67%` | `90.00%` | `90.67%` | `90.00%` | `14.20 J` | | #74 *(Ext #4)* | `deepseek-r1-671b-zero` | 671B MoE Reasoning Judge | `88.69%` | `86.89%` | `85.73%` | `86.60%` | `84.06%` | `74.00 J` | | #75 *(Ext #5)* | `deepseek-prover-v2-671b` | 671B MoE Formal Theorem Prover | `88.33%` | `86.89%` | `87.87%` | `88.67%` | `86.80%` | `68.00 J` | | #76 *(Ext #6)* | `qwen3-235b-a22b-thinking` | 235B MoE Reasoning Judge | `87.77%` | `85.24%` | `85.66%` | `84.47%` | `85.13%` | `42.00 J` | | #77 *(Ext #7)* | `pllum-12b-nc-instruct` | 12B Polish Sovereign LLM | `87.66%` | `84.51%` | `83.00%` | `85.47%` | `83.40%` | `9.40 J` | | #78 *(Ext #8)* | `llama-4-maverick-400b-judge` | 400B MoE Enterprise Judge | `86.77%` | `84.22%` | `84.80%` | `85.93%` | `83.80%` | `58.00 J` | | #85 *(Ext #15)* | `bielik-7b-v3-bf16` | 7B Polish Sovereign LLM | `84.30%` | `85.33%` | `84.67%` | `84.67%` | `84.00%` | `8.80 J` | | #93 *(Ext #23)* | `claude-4.6-opus-judge` | Frontier Commercial Judge | `81.98%` | `82.51%` | `81.80%` | `81.13%` | `81.00%` | — | | #98 *(Ext #28)* | `gpt-5.4-judge` | Frontier Commercial Judge | `81.20%` | `81.22%` | `79.60%` | `81.00%` | `80.40%` | — | | #123 *(Ext #53)* | `basal-omni-pico` | Pico Decision Reference | `68.89%` | `68.24%` | `69.60%` | `66.27%` | `66.20%` | `2.20 J .. 68.00 J` | ---
🇩🇪 Deutsch — SKOPION Verdict v23.0 SOVEREIGN-ZK-HORIZON KI-Forschungsprogramm (DACH, KRITIS, ZK-PCVC, CBF, CRA/DORA & CNSA 2.0 — Klicken zum Aufklappen)
![SKOPION — DIGITALE SICHERHEIT.](./skopion-official-banner-de.png) ### Souveräne Formale & Kryptographische Entscheidungs-KI für KRITIS & Verteidigung (`180` Suiten · `53.340` Prüfungen/Modell · `126` Modelle) - **Offizielles Dossier & Ergebnis-Explorer (DE):** [https://skopion.de/de/forschung-innovation/skopion-verdict-ki-forschungsprogramm](https://skopion.de/de/forschung-innovation/skopion-verdict-ki-forschungsprogramm) · `kontakt@skopion.de` - **CERN / Zenodo Offizielle DOIs:** `v23.0.0`: [https://doi.org/10.5281/zenodo.24052954](https://doi.org/10.5281/zenodo.24052954) · Concept DOI: [https://doi.org/10.5281/zenodo.24005152](https://doi.org/10.5281/zenodo.24005152) · **Kaggle Dataset:** [https://www.kaggle.com/datasets/skopionintelligence/skopion-verdict-v20-singularity-benchmarks](https://www.kaggle.com/datasets/skopionintelligence/skopion-verdict-v20-singularity-benchmarks) · **ORCID:** [https://orcid.org/0009-0002-1713-9490](https://orcid.org/0009-0002-1713-9490) - **Ergebnisse (`v23.0 SOVEREIGN-ZK-HORIZON`):** - **Platz #1 Global (`99,60 %` Strict-178 über `126` Modelle):** `skopion-verdict-committee-v23.0-sovereign-zk-horizon` (`8,20 J`) und **Platz #2 Global / #1 Einzelmodell (`99,59 %`)** `skopion-verdict-9b-v23.0-sovereign-zk-horizon` (`1,85 J`) erreichen **`100,00 %` über alle `60/60` empirischen Wave-21..26 `.jsonl`-Suiten** (`18.000/18.000` Items). - **Platz #3 Global (`99,30 %` Strict-178):** `skopion-verdict-27b-v23.0-sovereign-zk-horizon` erreicht **`100,00 %` über alle `30/30` Wave-24..26 `.jsonl`-Suiten** (`ZK-PCVC`, `CBF`, `CRA/DORA`, `CNSA 2.0`).
---
🇵🇱 Polski — Program Badawczy AI SKOPION Verdict v23.0 SOVEREIGN-ZK-HORIZON (KRITIS / KSC / ZK-PCVC / CBF / CRA / DORA / CNSA 2.0 — Kliknij, aby rozwinąć)
![SKOPION — CYFROWE BEZPIECZEŃSTWO.](./skopion-official-banner-pl.png) ### Suwerenne Modele Decyzyjne, Zobowiązania Zero-Knowledge (`ZK-PCVC`), Bariery Bezpieczeństwa (`CBF`) i Kryptografia Post-Kwantowa `v23.0 SOVEREIGN-ZK-HORIZON` (`180` Benchmarków · `53 340` Ewaluacji/Model · `126` Modeli) - **Oficjalna dokumentacja i eksplorator wyników (PL):** [https://skopion.de/pl/badania-innowacje/program-badawczy-ai-skopion-verdict](https://skopion.de/pl/badania-innowacje/program-badawczy-ai-skopion-verdict) · `kontakt@skopion.pl` - **Oficjalny Rekord CERN / Zenodo (DOI):** `v23.0.0`: [https://doi.org/10.5281/zenodo.24052954](https://doi.org/10.5281/zenodo.24052954) · Concept DOI: [https://doi.org/10.5281/zenodo.24005152](https://doi.org/10.5281/zenodo.24005152) · **Zbiór Kaggle:** [https://www.kaggle.com/datasets/skopionintelligence/skopion-verdict-v20-singularity-benchmarks](https://www.kaggle.com/datasets/skopionintelligence/skopion-verdict-v20-singularity-benchmarks) · **ORCID:** [https://orcid.org/0009-0002-1713-9490](https://orcid.org/0009-0002-1713-9490) - **Kluczowe wyniki (`v23.0 SOVEREIGN-ZK-HORIZON`):** - **#1 na świecie (`99,60%` Strict-178 wśród `126` modeli / `56` zewnętrznych konkurentów):** `skopion-verdict-committee-v23.0-sovereign-zk-horizon` (`8,20 J`, `100,00%` we wszystkich `60/60` pakietach `Wave-21..26`), **#2 na świecie / #1 pojedynczy model (`99,59%`)** `skopion-verdict-9b-v23.0-sovereign-zk-horizon` (`1,85 J`, `100,00%` w `60/60` pakietach `Wave-21..26`), **#3 na świecie (`99,30%`)** `27B v23.0` (`6,30 J`, `100,00%` w `30/30` pakietach `Wave-24..26`), `4B v23.0` (`98,91%`, `0,82 J`), `4B-1.58b Nano-Ternary` (`98,64%`, `0,62 J`) oraz taktyczny `Micro-250M v23.0` (`98,34%` przy zaledwie **`0,072 J / decyzję`**).