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title: SKOPION Intelligence
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🌐 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
Official AI Research Program & Interactive Results Explorer (DE): 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
European Services Portal (EN / PL): https://skopion.pl · Contact: kontakt@skopion.pl
DACH Corporate Portal (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 · Concept DOI (All Versions): https://doi.org/10.5281/zenodo.24005152 · v22.0.0 DOI: https://doi.org/10.5281/zenodo.24009481 · Zenodo Community (skopion-intelligence)
- ORCID Registry (SKOPION Intelligence — Bartosz Joachimiak, Founder & Principal Researcher): https://orcid.org/0009-0002-1713-9490
- Kaggle Official Dataset & Profile: https://www.kaggle.com/datasets/skopionintelligence/skopion-verdict-v20-singularity-benchmarks · Profile (@skopionintelligence)
- Hugging Face Organization & Dataset: https://huggingface.co/SKOPION-Intelligence · Dataset (SKOPION-Verdict-Bench-56Suites)
- GitHub Benchmarks & JevBench Adapter: https://github.com/SKOPION-Intelligence/skopion-verdict-benchmarks · JevBench / Decision Index 0.4 Adapter
- European Directories & Social: LinkedIn (skopion-intelligence) · X (@SkopionIntel) · Facebook · Instagram · TikTok · ECSO CyberHive EUROPE · IHK Mittlerer Niederrhein · WFMG Mönchengladbach · Marktplatz IT-Sicherheit · BSI Cyber-Sicherheitsnetzwerk (CSN)
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):

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.
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).
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).
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).
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 · kontakt@skopion.de
CERN / Zenodo Offizielle DOIs: v23.0.0: https://doi.org/10.5281/zenodo.24052954 · Concept DOI: https://doi.org/10.5281/zenodo.24005152 · Kaggle Dataset: https://www.kaggle.com/datasets/skopionintelligence/skopion-verdict-v20-singularity-benchmarks · ORCID: 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 · kontakt@skopion.pl
Oficjalny Rekord CERN / Zenodo (DOI): v23.0.0: https://doi.org/10.5281/zenodo.24052954 · Concept DOI: https://doi.org/10.5281/zenodo.24005152 · Zbiór Kaggle: https://www.kaggle.com/datasets/skopionintelligence/skopion-verdict-v20-singularity-benchmarks · ORCID: 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).

🇬🇧 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)

Executive Summary (SKOPION Verdict v23.0 SOVEREIGN-ZK-HORIZON — 180 Benchmark Suites / 53,340 Evaluations per Model / 126 Models)

Visual Telemetry — SKOPION Verdict v23.0 SOVEREIGN-ZK-HORIZON (180 Suites · 53,340 Evaluations / Model · 126 Models)

Global Leaderboard Summary — 180 Suites (178 External Strict Suites · 53,340 Evaluations / Model · 126 Models)

Souveräne Formale & Kryptographische Entscheidungs-KI für KRITIS & Verteidigung (180 Suiten · 53.340 Prüfungen/Modell · 126 Modelle)

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)