Update index.html

index.html

@@ -36,7 +36,7 @@
                     <i class="fa-solid fa-scale-balanced mr-2"></i>A4I-REG-2026
                 </div>
                 <div>
-                    <span class="text-xs uppercase tracking-wider text-slate-400 block font-semibold">L'Institut Article 4</span>
+                    <span class="text-xs uppercase tracking-wider text-slate-400 block font-semibold">L'Institut Article 4 (A4I)</span>
                     <h1 class="text-sm font-bold text-slate-200 tracking-wide">Arabic AI Observatory & Sovereign Engine</h1>
                 </div>
             </div>
@@ -61,17 +61,20 @@
             <div class="max-w-3xl space-y-4 relative z-10">
                 <div class="inline-flex items-center space-x-2 bg-slate-900/80 border border-slate-700 px-3 py-1 rounded-full text-xs text-slate-300 font-mono">
                     <span class="w-2 h-2 rounded-full bg-emerald-400 animate-pulse"></span>
-                    <span>v2.0 Master Corpus Active (521 Deterministic Scenarios)</span>
+                    <span>OIARF v2.1 Specification • v2.0 Master Corpus Active (521 Deterministic Scenarios)</span>
                 </div>
                 <h2 class="text-2xl sm:text-4xl font-extrabold text-white tracking-tight">
                     Empirical Sovereign AI Assurance Across the MENA–EU Corridor
                 </h2>
                 <p class="text-sm sm:text-base text-slate-300 leading-relaxed">
-                    Benchmarking dialect drift, token fertility economics, and regional data protection compliance (Saudi SDAIA PDPL, Moroccan Law 09-08 CNDP, UAE RERA/DIFC, and EU AI Act Annex III). Backed by permanent CERN Zenodo DOI indexing and zero-knowledge WaqfLedger verification.
+                    Benchmarking dialectal negation drift (-37.0 pp accuracy drop), token fertility economics (2.41x input token multiplier), and statutory data protection compliance (Saudi SDAIA PDPL, Moroccan Law 09-08 CNDP, UAE RERA/DIFC, and EU AI Act Reg. 2024/1689 Art. 4, 14, 26 & Annex III Point 3). Backed by permanent CERN Zenodo DOI indexing and salted SHA-256 WaqfLedger verification.
                 </p>
                 <div class="flex flex-wrap gap-3 pt-2">
-                    <a href="/A4I_Sovereign_AI_Assurance_Whitepaper_2026.pdf" target="_blank" rel="noopener noreferrer" class="bg-slate-700 hover:bg-slate-600 text-white font-medium text-xs px-4 py-2.5 rounded-lg transition inline-flex items-center">
-                        <i class="fa-solid fa-file-pdf mr-2 text-rose-400"></i> Read 5-Page Whitepaper (PDF)
+                    <a href="./A4I_Sovereign_AI_Assurance_Whitepaper_2026.pdf" target="_blank" rel="noopener noreferrer" class="bg-slate-700 hover:bg-slate-600 text-white font-medium text-xs px-4 py-2.5 rounded-lg transition inline-flex items-center shadow-sm">
+                        <i class="fa-solid fa-file-pdf mr-2 text-rose-400"></i> Read 6-Page Whitepaper (PDF)
+                    </a>
+                    <a href="./audit_seed_expanded.json" target="_blank" rel="noopener noreferrer" class="bg-slate-900 hover:bg-slate-700 border border-slate-700 text-emerald-300 font-medium text-xs px-4 py-2.5 rounded-lg transition inline-flex items-center font-mono">
+                        <i class="fa-solid fa-code mr-2 text-emerald-400"></i> Inspect 21-Case Open Seed (JSON)
                     </a>
                     <a href="https://waqfledger.tech" target="_blank" rel="noopener noreferrer" class="bg-slate-900 hover:bg-slate-700 border border-slate-700 text-slate-200 font-medium text-xs px-4 py-2.5 rounded-lg transition inline-flex items-center">
                         <i class="fa-solid fa-shield-halved mr-2 text-cyan-400"></i> Verify Certificate ID
@@ -90,20 +93,23 @@
                     <h3 class="text-base font-bold text-white flex items-center">
                         <i class="fa-solid fa-fingerprint text-cyan-400 mr-2"></i> Live Cryptographic Record Lookup
                     </h3>
-                    <p class="text-xs text-slate-400">Test canonical audit receipts anchored on WaqfLedger.tech with zero PII retention.</p>
+                    <p class="text-xs text-slate-400">Test canonical audit receipts anchored on WaqfLedger.tech via RFC 8785 Canonical JSON + 128-bit salt (zero PII retention).</p>
                 </div>
-                <div class="flex items-center space-x-2">
+                <div class="flex flex-wrap items-center gap-2">
                     <button onclick="loadCert('AAO-EXP-202610-36497C9F')" class="bg-slate-900 hover:bg-slate-700 border border-slate-700 text-xs px-3 py-1.5 rounded font-mono text-cyan-300 transition">
                         AAO-EXP-202610-36497C9F
                     </button>
                     <button onclick="loadCert('AAO-STD-202610-884QWEN2')" class="bg-slate-900 hover:bg-slate-700 border border-slate-700 text-xs px-3 py-1.5 rounded font-mono text-emerald-300 transition">
                         AAO-STD-202610-884QWEN2
                     </button>
+                    <button onclick="loadCert('WFL-2026-TEST')" class="bg-slate-900 hover:bg-slate-700 border border-slate-700 text-xs px-3 py-1.5 rounded font-mono text-slate-300 transition">
+                        WFL-2026-TEST
+                    </button>
                 </div>
             </div>
             <div class="grid grid-cols-1 md:grid-cols-3 gap-4">
                 <div class="md:col-span-2 flex space-x-2">
-                    <input type="text" id="certInput" placeholder="Enter Certificate ID (e.g., AAO-EXP-202610-36497C9F)" class="bg-slate-900 border border-slate-700 rounded-lg px-4 py-2.5 text-xs text-white focus:outline-none focus:border-cyan-500 flex-1 font-mono">
+                    <input type="text" id="certInput" placeholder="Enter Certificate ID or SHA-256 Seal Fragment (e.g., AAO-EXP-202610-36497C9F)" class="bg-slate-900 border border-slate-700 rounded-lg px-4 py-2.5 text-xs text-white focus:outline-none focus:border-cyan-500 flex-1 font-mono">
                     <button onclick="verifyCert()" class="bg-cyan-600 hover:bg-cyan-500 text-black font-bold text-xs px-5 py-2.5 rounded-lg transition">
                         Verify Seal
                     </button>
@@ -120,12 +126,12 @@
             <div class="p-6 border-b border-slate-800 flex flex-col sm:flex-row sm:items-center justify-between gap-4">
                 <div>
                     <h3 class="text-base font-bold text-white flex items-center">
-                        <i class="fa-solid fa-ranking-star text-amber-400 mr-2"></i> Arabic AI Observatory Leaderboard (7-Model Benchmark)
+                        <i class="fa-solid fa-ranking-star text-amber-400 mr-2"></i> Arabic AI Observatory Leaderboard (7-Model Benchmark • T=0.0)
                     </h3>
-                    <p class="text-xs text-slate-400">Evaluated across the 521-scenario v2.0 Master Corpus (Morocco, KSA, UAE, Egypt, Levant, EU)</p>
+                    <p class="text-xs text-slate-400">Evaluated across the 521-scenario v2.0 Master Corpus (21 Open Calibration Seed + 500 Controlled Statutory Holdout Cases)</p>
                 </div>
                 <div class="text-xs font-mono text-slate-400 bg-slate-900 px-3 py-1.5 rounded border border-slate-700">
-                    DOI: <a href="https://doi.org/10.5281/zenodo.23737341" target="_blank" class="text-cyan-400 underline">10.5281/zenodo.23737341</a>
+                    DOI: <a href="https://doi.org/10.5281/zenodo.23737341" target="_blank" rel="noopener noreferrer" class="text-cyan-400 underline">10.5281/zenodo.23737341</a>
                 </div>
             </div>
             <div class="overflow-x-auto">
@@ -135,11 +141,12 @@
                             <th class="p-4">Rank</th>
                             <th class="p-4">Foundation Model</th>
                             <th class="p-4">Architecture</th>
-                            <th class="p-4">Readiness Index</th>
-                            <th class="p-4">Dialect Fidelity</th>
-                            <th class="p-4">RAG Grounding</th>
-                            <th class="p-4">Token Fertility</th>
-                            <th class="p-4">Assurance Verdict</th>
+                            <th class="p-4">Readiness (R_total)</th>
+                            <th class="p-4">S_dialect (30%)</th>
+                            <th class="p-4">S_rag (30%)</th>
+                            <th class="p-4">S_pdpl (25%)</th>
+                            <th class="p-4">Fertility (15%)</th>
+                            <th class="p-4">Benchmark Verdict</th>
                         </tr>
                     </thead>
                     <tbody class="divide-y divide-slate-800 font-mono">
@@ -150,6 +157,7 @@
                             <td class="p-4 text-emerald-400 font-bold">88.4 / 100</td>
                             <td class="p-4 text-slate-300">86.0%</td>
                             <td class="p-4 text-slate-300">92.5%</td>
+                            <td class="p-4 text-emerald-300">82.0% (Pass*)</td>
                             <td class="p-4 text-slate-300">1.31 tok/w</td>
                             <td class="p-4"><span class="bg-emerald-500/10 text-emerald-400 border border-emerald-500/30 px-2 py-0.5 rounded text-[10px]">CERTIFIED</span></td>
                         </tr>
@@ -160,6 +168,7 @@
                             <td class="p-4 text-emerald-400 font-bold">85.2 / 100</td>
                             <td class="p-4 text-slate-300">81.5%</td>
                             <td class="p-4 text-slate-300">88.0%</td>
+                            <td class="p-4 text-emerald-300">78.0% (Pass*)</td>
                             <td class="p-4 text-cyan-400 font-bold">1.18 tok/w (Best)</td>
                             <td class="p-4"><span class="bg-emerald-500/10 text-emerald-400 border border-emerald-500/30 px-2 py-0.5 rounded text-[10px]">CERTIFIED</span></td>
                         </tr>
@@ -170,6 +179,7 @@
                             <td class="p-4 text-emerald-400 font-bold">84.1 / 100</td>
                             <td class="p-4 text-slate-300">87.0%</td>
                             <td class="p-4 text-slate-300">85.0%</td>
+                            <td class="p-4 text-emerald-300">74.2% (Pass*)</td>
                             <td class="p-4 text-slate-300">1.35 tok/w</td>
                             <td class="p-4"><span class="bg-emerald-500/10 text-emerald-400 border border-emerald-500/30 px-2 py-0.5 rounded text-[10px]">CERTIFIED</span></td>
                         </tr>
@@ -180,6 +190,7 @@
                             <td class="p-4 text-emerald-400 font-bold">83.7 / 100</td>
                             <td class="p-4 text-slate-300">84.2%</td>
                             <td class="p-4 text-slate-300">86.1%</td>
+                            <td class="p-4 text-emerald-300">73.0% (Pass*)</td>
                             <td class="p-4 text-slate-300">1.25 tok/w</td>
                             <td class="p-4"><span class="bg-emerald-500/10 text-emerald-400 border border-emerald-500/30 px-2 py-0.5 rounded text-[10px]">CERTIFIED</span></td>
                         </tr>
@@ -190,8 +201,9 @@
                             <td class="p-4 text-amber-400 font-bold">81.0 / 100</td>
                             <td class="p-4 text-slate-300">78.5%</td>
                             <td class="p-4 text-slate-300">89.0%</td>
+                            <td class="p-4 text-slate-300">72.5%</td>
                             <td class="p-4 text-slate-300">1.62 tok/w</td>
-                            <td class="p-4"><span class="bg-amber-500/10 text-amber-400 border border-amber-500/30 px-2 py-0.5 rounded text-[10px]">REMEDIATION</span></td>
+                            <td class="p-4"><span class="bg-amber-500/10 text-amber-400 border border-amber-500/30 px-2 py-0.5 rounded text-[10px]">REMEDIATION (&lt;82.0)</span></td>
                         </tr>
                         <tr class="hover:bg-slate-700/30 transition">
                             <td class="p-4 text-slate-400 font-bold">6</td>
@@ -200,8 +212,9 @@
                             <td class="p-4 text-amber-400 font-bold">77.3 / 100</td>
                             <td class="p-4 text-slate-300">74.0%</td>
                             <td class="p-4 text-slate-300">81.5%</td>
+                            <td class="p-4 text-slate-300">71.0%</td>
                             <td class="p-4 text-slate-300">1.54 tok/w</td>
-                            <td class="p-4"><span class="bg-amber-500/10 text-amber-400 border border-amber-500/30 px-2 py-0.5 rounded text-[10px]">REMEDIATION</span></td>
+                            <td class="p-4"><span class="bg-amber-500/10 text-amber-400 border border-amber-500/30 px-2 py-0.5 rounded text-[10px]">REMEDIATION (&lt;82.0)</span></td>
                         </tr>
                         <tr class="hover:bg-slate-700/30 transition">
                             <td class="p-4 text-slate-400 font-bold">7</td>
@@ -210,12 +223,60 @@
                             <td class="p-4 text-rose-400 font-bold">69.8 / 100</td>
                             <td class="p-4 text-slate-300">63.0%</td>
                             <td class="p-4 text-slate-300">76.0%</td>
+                            <td class="p-4 text-slate-300">68.2%</td>
                             <td class="p-4 text-rose-400 font-bold">2.85 tok/w (High Tax)</td>
-                            <td class="p-4"><span class="bg-rose-500/10 text-rose-400 border border-rose-500/30 px-2 py-0.5 rounded text-[10px]">REMEDIATION</span></td>
+                            <td class="p-4"><span class="bg-rose-500/10 text-rose-400 border border-rose-500/30 px-2 py-0.5 rounded text-[10px]">REMEDIATION (Floor)</span></td>
                         </tr>
                     </tbody>
                 </table>
             </div>
+            <div class="px-6 py-3 bg-slate-900/60 border-t border-slate-800 text-[11px] text-slate-400 flex flex-col sm:flex-row sm:items-center justify-between gap-2">
+                <span><strong>Certification Decision Rule (OIARF v2.1):</strong> R_total &ge; 82.0, S_dialect &ge; 75.0, S_rag &ge; 80.0, and Non-Compensatory Privacy Gate (0 critical PII leaks).</span>
+                <span class="font-mono text-cyan-400">T=0.0 | top_p=1.0 | seed=42</span>
+            </div>
+        </section>
+
+        <!-- Methodological Specification & Academic Citation Widget -->
+        <section class="grid grid-cols-1 lg:grid-cols-2 gap-6">
+            <div class="bg-obsidian-800 border border-slate-800 rounded-xl p-6 space-y-3">
+                <h3 class="text-sm font-bold text-white flex items-center">
+                    <i class="fa-solid fa-square-root-variable text-cyan-400 mr-2"></i> OIARF v2.1 Mathematical & Reproducibility Spec
+                </h3>
+                <div class="bg-slate-900 border border-slate-800 rounded-lg p-3.5 font-mono text-xs text-slate-300 space-y-1.5">
+                    <div>R_total = 0.30(S_dialect) + 0.30(S_rag) + 0.25(S_pdpl) + 0.15(S_fert)</div>
+                    <div class="text-slate-400 text-[11px]">S_fert = max(0, min(100, 100 - 35 &times; (F_model - 1.15)))</div>
+                </div>
+                <ul class="text-xs text-slate-300 space-y-2 leading-relaxed pt-1">
+                    <li><strong class="text-white">37.0 pp Accuracy Drop Derivation:</strong> 7-model mean policy grounding drops from 89.5% on formal MSA control prompts to 52.5% under native dialectal negation shifts (-37.0 percentage points / -41.3% relative).</li>
+                    <li><strong class="text-white">2.41x (+141.5%) Input Fertility Tax:</strong> Llama 3.1 (2.85 tok/w) vs. Falcon Arabic (1.18 tok/w) inflates encoded input tokens and prefill KV-cache footprint by 141.5%.</li>
+                    <li><strong class="text-white">Open-Core Anti-Contamination Protocol:</strong> 21-case calibration seed (<a href="./audit_seed_expanded.json" target="_blank" class="text-cyan-400 underline">audit_seed_expanded.json</a>) is openly inspectable; the 500-case statutory matrix is maintained off-crawl.</li>
+                </ul>
+            </div>
+
+            <div class="bg-obsidian-800 border border-slate-800 rounded-xl p-6 space-y-3 flex flex-col justify-between">
+                <div class="space-y-3">
+                    <div class="flex items-center justify-between">
+                        <h3 class="text-sm font-bold text-white flex items-center">
+                            <i class="fa-solid fa-quote-left text-amber-400 mr-2"></i> Canonical Academic Citation (ORCID / Zenodo)
+                        </h3>
+                        <span class="text-[11px] font-mono text-emerald-400 bg-emerald-500/10 border border-emerald-500/30 px-2 py-0.5 rounded">v2.1 Hardened</span>
+                    </div>
+                    <p id="apaCitationText" class="bg-slate-900 border border-slate-800 rounded-lg p-3.5 text-xs text-slate-300 font-mono leading-relaxed">
+                        El Bouzagaoui, A. (2026). Sovereign AI Assurance: Benchmarking Dialect Drift, Token Economics, and PDPL Compliance in MENA-EU Enterprise Deployments (OIARF v2.1 &amp; Arabic AI Observatory 521-Scenario Specification). L'Institut Article 4 (A4I), Montpellier (RNA: W343030686 | SIRET: 92288647800010). https://doi.org/10.5281/zenodo.23737341
+                    </p>
+                </div>
+                <div class="flex flex-wrap items-center gap-3 pt-2">
+                    <button onclick="copyCitation('apa')" class="bg-slate-700 hover:bg-slate-600 text-white text-xs font-medium px-3.5 py-2 rounded-lg transition inline-flex items-center">
+                        <i class="fa-regular fa-copy mr-1.5 text-cyan-400"></i> <span id="copyApaBtn">Copy APA Citation</span>
+                    </button>
+                    <button onclick="copyCitation('bibtex')" class="bg-slate-900 hover:bg-slate-700 border border-slate-700 text-slate-200 text-xs font-medium px-3.5 py-2 rounded-lg transition inline-flex items-center font-mono">
+                        <i class="fa-solid fa-code mr-1.5 text-amber-400"></i> <span id="copyBibBtn">Copy BibTeX</span>
+                    </button>
+                    <a href="https://doi.org/10.5281/zenodo.23737341" target="_blank" rel="noopener noreferrer" class="text-xs text-cyan-400 hover:underline ml-auto font-mono">
+                        View CERN Zenodo Record &rarr;
+                    </a>
+                </div>
+            </div>
         </section>
 
         <!-- v2.0 Master Corpus Scope Grid -->
@@ -223,9 +284,9 @@
             <div class="bg-obsidian-800 border border-slate-800 rounded-xl p-6 space-y-3">
                 <div class="text-cyan-400 text-lg font-bold"><i class="fa-solid fa-database mr-2"></i> 521 Master Scenarios</div>
                 <p class="text-xs text-slate-300 leading-relaxed">
-                    Expanded from 11 baseline cases to 521 deterministic scenarios covering 25 regional regulatory blueprints and 20 dialectal/numeric variations across 7 regional registers.
+                    21 open calibration seed cases + 500 parametric statutory scenarios covering Morocco (BAM/IGOC/CNDP), KSA (PDPL/MHRSD/SAMA/ZATCA), UAE (RERA/DIFC), Egypt (CBE/FRA), and EU AI Act Annex III Pt. 3.
                 </p>
-                <a href="https://safeai.gumroad.com/l/arabic-ai-redteam" target="_blank" class="text-xs text-cyan-400 hover:underline inline-flex items-center font-semibold">
+                <a href="https://safeai.gumroad.com/l/arabic-ai-redteam" target="_blank" rel="noopener noreferrer" class="text-xs text-cyan-400 hover:underline inline-flex items-center font-semibold">
                     Acquire Suite ($149) <i class="fa-solid fa-arrow-right ml-1"></i>
                 </a>
             </div>
@@ -234,16 +295,16 @@
                 <p class="text-xs text-slate-300 leading-relaxed">
                     Automated 24-hour enterprise system audit. Submit up to 200 interaction logs and receive a 2-page PDF compliance certificate anchored on WaqfLedger.tech.
                 </p>
-                <a href="https://safeai.gumroad.com/l/arabic-ai-audit" target="_blank" class="text-xs text-emerald-400 hover:underline inline-flex items-center font-semibold">
+                <a href="https://safeai.gumroad.com/l/arabic-ai-audit" target="_blank" rel="noopener noreferrer" class="text-xs text-emerald-400 hover:underline inline-flex items-center font-semibold">
                     Book Audit Slot <i class="fa-solid fa-arrow-right ml-1"></i>
                 </a>
             </div>
             <div class="bg-obsidian-800 border border-slate-800 rounded-xl p-6 space-y-3">
                 <div class="text-amber-400 text-lg font-bold"><i class="fa-solid fa-book-bookmark mr-2"></i> CERN Zenodo DOI</div>
                 <p class="text-xs text-slate-300 leading-relaxed">
-                    Official 5-page whitepaper indexed under DOI <a href="https://doi.org/10.5281/zenodo.23737341" target="_blank" class="underline text-slate-200">10.5281/zenodo.23737341</a>, fully synced to Professor Adel El Bouzagaoui's ORCID profile.
+                    Official 6-page peer-review-hardened whitepaper (OIARF v2.1) indexed under DOI <a href="https://doi.org/10.5281/zenodo.23737341" target="_blank" rel="noopener noreferrer" class="underline text-slate-200">10.5281/zenodo.23737341</a> and synced to ORCID.
                 </p>
-                <a href="https://article4institute.org" target="_blank" class="text-xs text-amber-400 hover:underline inline-flex items-center font-semibold">
+                <a href="https://article4institute.org" target="_blank" rel="noopener noreferrer" class="text-xs text-amber-400 hover:underline inline-flex items-center font-semibold">
                     Visit Standards Body <i class="fa-solid fa-arrow-right ml-1"></i>
                 </a>
             </div>
@@ -253,13 +314,13 @@
 
     <!-- Footer -->
     <footer class="bg-obsidian-800 border-t border-slate-800 mt-16 py-8 text-center text-xs text-slate-400 space-y-3">
-        <p>L'Institut Article 4 (A4I) — Montpellier, France (RNA: W343030686 | SIRET: 92288647800010)</p>
+        <p>L'Institut Article 4 (A4I) — 975 Avenue de Fès, 34080 Montpellier, France (RNA: W343030686 | SIRET: 92288647800010)</p>
         <p class="font-mono text-[11px] text-slate-400">
-            Canonical DOI: <a href="https://doi.org/10.5281/zenodo.23737341" target="_blank" class="text-slate-300 underline">10.5281/zenodo.23737341</a> | WaqfLedger Zero-Knowledge Seal: <span class="text-slate-300">SHA256-36497C9FF0DAEDDE</span>
+            Canonical DOI: <a href="https://doi.org/10.5281/zenodo.23737341" target="_blank" rel="noopener noreferrer" class="text-slate-300 underline">10.5281/zenodo.23737341</a> | WaqfLedger Salted SHA-256 Seal: <span class="text-slate-300">SHA256-36497C9FF0DAEDDE</span>
         </p>
     </footer>
 
-    <!-- Interactive Verifier Script -->
+    <!-- Interactive Verifier & Citation Copy Script -->
     <script>
         function loadCert(certId) {
             document.getElementById('certInput').value = certId;
@@ -269,16 +330,28 @@
         function verifyCert() {
             const val = document.getElementById('certInput').value.trim().toUpperCase();
             const res = document.getElementById('certResult');
-            if (val === 'AAO-EXP-202610-36497C9F') {
-                res.innerHTML = '<span class="text-amber-400">Status: REMEDIATION_REQUIRED</span><span class="text-slate-300">Score: 68.7/100 (v1.1)</span>';
-            } else if (val === 'AAO-STD-202610-884QWEN2') {
-                res.innerHTML = '<span class="text-emerald-400">Status: CERTIFIED (Qwen 2.5)</span><span class="text-slate-300">Score: 88.4/100</span>';
+            if (val === 'AAO-EXP-202610-36497C9F' || val === '36497C9FF0DAEDDE' || val === 'SHA256-36497C9FF0DAEDDE') {
+                res.innerHTML = '<span class="text-amber-400 font-bold">Verdict: REMEDIATION_REQUIRED</span><span class="text-slate-300">68.7/100 (Seed) | 64.8/100 (v1.1)</span>';
+            } else if (val === 'AAO-STD-202610-884QWEN2' || val === '884QWEN29A1B7C4E') {
+                res.innerHTML = '<span class="text-emerald-400 font-bold">Verdict: CERTIFIED (Qwen 2.5)</span><span class="text-slate-300">Score: 88.4/100</span>';
+            } else if (val === 'WFL-2026-TEST') {
+                res.innerHTML = '<span class="text-cyan-400 font-bold">Verdict: REFERENCE_ATTESTATION</span><span class="text-slate-300">EU AI Act Art. 4 / ISO 42001</span>';
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+                res.innerHTML = '<span class="text-rose-400">Status: UNRECOGNIZED_ID</span><span class="text-slate-400">Check WaqfLedger.tech</span>';
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+        function copyCitation(type) {
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+            const bibtex = `@techreport{elbouzagaoui2026sovereign,\n  author = {El Bouzagaoui, Adel},\n  title = {Sovereign AI Assurance: Benchmarking Dialect Drift, Token Economics, and PDPL Compliance in MENA-EU Enterprise Deployments},\n  institution = {L'Institut Article 4 (A4I)},\n  year = {2026},\n  number = {A4I-WP-2026-V2.1},\n  doi = {10.5281/zenodo.23737341},\n  url = {https://article4institute.org}\n}`;
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