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| 1 |
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Arabic AI Observatory | Leaderboard</title>
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<script src="https://cdn.tailwindcss.com"></script>
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<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700;800&family=Cairo:wght@600;700&display=swap" rel="stylesheet">
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<style>
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body { font-family: 'Inter', sans-serif; }
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.ar-font { font-family: 'Cairo', sans-serif; }
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</style>
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</head>
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<body class="bg-slate-50 text-slate-900 antialiased min-h-screen">
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<!-- Top Navigation -->
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<header class="border-b border-slate-200 bg-white sticky top-0 z-50">
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<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 h-16 flex items-center justify-between">
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<div class="flex items-center gap-3">
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<span class="text-2xl">⚖️</span>
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<div>
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<span class="font-extrabold text-slate-900 tracking-tight text-lg">ARABIC AI OBSERVATORY</span>
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<span class="ml-2 text-xs bg-sky-100 text-sky-800 font-semibold px-2 py-0.5 rounded">v1.0 Empirical</span>
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</div>
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</div>
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<div class="flex items-center gap-3">
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<a href="#audit-services" class="text-sm font-semibold bg-slate-900 text-white px-4 py-2 rounded-lg hover:bg-slate-800 transition">
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Request System Audit
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</a>
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</div>
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</div>
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</header>
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<main class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 py-8 space-y-8">
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<!-- Hero Section -->
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<div>
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<h1 class="text-3xl sm:text-4xl font-extrabold text-slate-900 tracking-tight">
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Sovereign Model Performance & Compliance Index
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</h1>
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<p class="mt-2 text-slate-600 max-w-3xl text-sm sm:text-base leading-relaxed">
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Empirical evaluation of Arabic-capable LLMs across dialect drift, RAG retrieval grounding, token fertility economics, and regional data protection (PDPL & ISO 42001).
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</p>
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</div>
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<!-- 4 KPI Cards -->
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<div class="grid grid-cols-2 lg:grid-cols-4 gap-4">
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<div class="bg-white p-5 rounded-xl border border-slate-200 shadow-sm">
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<div class="text-xs font-semibold uppercase tracking-wider text-slate-500">Models Audited</div>
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<div class="text-2xl sm:text-3xl font-extrabold text-slate-900 mt-1">7 Systems</div>
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</div>
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<div class="bg-white p-5 rounded-xl border border-slate-200 shadow-sm">
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<div class="text-xs font-semibold uppercase tracking-wider text-slate-500">Benchmark Testbeds</div>
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<div class="text-2xl sm:text-3xl font-extrabold text-slate-900 mt-1">500+ Cases</div>
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</div>
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<div class="bg-white p-5 rounded-xl border border-slate-200 shadow-sm">
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<div class="text-xs font-semibold uppercase tracking-wider text-slate-500">Best Token Fertility</div>
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<div class="text-2xl sm:text-3xl font-extrabold text-emerald-600 mt-1">1.18 <span class="text-xs text-slate-500 font-normal">tok/word</span></div>
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</div>
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<div class="bg-white p-5 rounded-xl border border-slate-200 shadow-sm">
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<div class="text-xs font-semibold uppercase tracking-wider text-slate-500">Compliance Standard</div>
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<div class="text-2xl sm:text-3xl font-extrabold text-sky-600 mt-1">PDPL & Art. 4</div>
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</div>
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</div>
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<!-- Filter Bar -->
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<div class="bg-white p-4 rounded-xl border border-slate-200 shadow-sm flex flex-col sm:flex-row gap-4 justify-between items-center">
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<div class="w-full sm:w-72">
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<input type="text" id="searchInput" onkeyup="filterTable()" placeholder="Search model or architecture..." class="w-full px-3.5 py-2 border border-slate-300 rounded-lg text-sm focus:outline-none focus:ring-2 focus:ring-sky-500 focus:border-sky-500">
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</div>
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<div class="flex items-center gap-2 text-xs text-slate-500">
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<span class="inline-block w-2.5 h-2.5 rounded-full bg-emerald-500"></span> Certified
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<span class="inline-block w-2.5 h-2.5 rounded-full bg-rose-500 ml-2"></span> Remediation Required
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</div>
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</div>
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<!-- Benchmark Leaderboard Table -->
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<div class="bg-white rounded-xl border border-slate-200 shadow-sm overflow-hidden">
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<div class="overflow-x-auto">
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<table class="w-full text-left text-sm" id="modelsTable">
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<thead class="bg-slate-100 text-slate-700 text-xs font-bold uppercase tracking-wider border-b border-slate-200">
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<tr>
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<th class="py-3.5 px-4 text-center">Rank</th>
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<th class="py-3.5 px-4">Model Name</th>
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<th class="py-3.5 px-4">Architecture</th>
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<th class="py-3.5 px-4">Readiness Index</th>
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<th class="py-3.5 px-4 text-center">Dialect (%)</th>
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<th class="py-3.5 px-4 text-center">RAG (%)</th>
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<th class="py-3.5 px-4 text-center">Fertility</th>
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<th class="py-3.5 px-4 text-center">Verdict</th>
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</tr>
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</thead>
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<tbody class="divide-y divide-slate-200 font-medium">
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<tr class="hover:bg-slate-50 transition">
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<td class="py-3 px-4 text-center font-bold text-slate-500">1</td>
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<td class="py-3 px-4 font-bold text-slate-900">Qwen 2.5 7B Instruct</td>
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<td class="py-3 px-4 text-slate-600">Open-Weights</td>
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<td class="py-3 px-4"><div class="flex items-center gap-2"><span class="font-bold text-slate-900">88.4</span><div class="w-24 bg-slate-200 h-2 rounded-full overflow-hidden"><div class="bg-emerald-500 h-2 rounded-full" style="width: 88.4%"></div></div></div></td>
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<td class="py-3 px-4 text-center">86.0%</td>
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<td class="py-3 px-4 text-center">92.5%</td>
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<td class="py-3 px-4 text-center text-slate-700 font-semibold">1.31</td>
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<td class="py-3 px-4 text-center"><span class="px-2.5 py-1 bg-emerald-100 text-emerald-800 text-xs font-bold rounded-full">CERTIFIED</span></td>
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</tr>
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<tr class="hover:bg-slate-50 transition">
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<td class="py-3 px-4 text-center font-bold text-slate-500">2</td>
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<td class="py-3 px-4 font-bold text-slate-900">Falcon Arabic 7B</td>
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<td class="py-3 px-4 text-slate-600">Regional Foundation</td>
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<td class="py-3 px-4"><div class="flex items-center gap-2"><span class="font-bold text-slate-900">85.2</span><div class="w-24 bg-slate-200 h-2 rounded-full overflow-hidden"><div class="bg-emerald-500 h-2 rounded-full" style="width: 85.2%"></div></div></div></td>
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<td class="py-3 px-4 text-center">81.5%</td>
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<td class="py-3 px-4 text-center">88.0%</td>
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<td class="py-3 px-4 text-center text-emerald-600 font-bold">1.18</td>
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<td class="py-3 px-4 text-center"><span class="px-2.5 py-1 bg-emerald-100 text-emerald-800 text-xs font-bold rounded-full">CERTIFIED</span></td>
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</tr>
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<tr class="hover:bg-slate-50 transition">
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<td class="py-3 px-4 text-center font-bold text-slate-500">3</td>
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<td class="py-3 px-4 font-bold text-slate-900">ALLaM 7B</td>
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<td class="py-3 px-4 text-slate-600">Sovereign GCC</td>
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<td class="py-3 px-4"><div class="flex items-center gap-2"><span class="font-bold text-slate-900">84.1</span><div class="w-24 bg-slate-200 h-2 rounded-full overflow-hidden"><div class="bg-emerald-500 h-2 rounded-full" style="width: 84.1%"></div></div></div></td>
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<td class="py-3 px-4 text-center">87.0%</td>
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<td class="py-3 px-4 text-center">85.0%</td>
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<td class="py-3 px-4 text-center text-slate-700 font-semibold">1.35</td>
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<td class="py-3 px-4 text-center"><span class="px-2.5 py-1 bg-emerald-100 text-emerald-800 text-xs font-bold rounded-full">CERTIFIED</span></td>
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</tr>
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<tr class="hover:bg-slate-50 transition">
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<td class="py-3 px-4 text-center font-bold text-slate-500">4</td>
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<td class="py-3 px-4 font-bold text-slate-900">Fanar 2.0 (Verified Report)</td>
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<td class="py-3 px-4 text-slate-600">QCRI Foundation</td>
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<td class="py-3 px-4"><div class="flex items-center gap-2"><span class="font-bold text-slate-900">83.7</span><div class="w-24 bg-slate-200 h-2 rounded-full overflow-hidden"><div class="bg-emerald-500 h-2 rounded-full" style="width: 83.7%"></div></div></div></td>
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<td class="py-3 px-4 text-center">84.2%</td>
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<td class="py-3 px-4 text-center">86.1%</td>
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<td class="py-3 px-4 text-center text-slate-700 font-semibold">1.25</td>
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<td class="py-3 px-4 text-center"><span class="px-2.5 py-1 bg-emerald-100 text-emerald-800 text-xs font-bold rounded-full">CERTIFIED</span></td>
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</tr>
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<tr class="hover:bg-slate-50 transition">
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<td class="py-3 px-4 text-center font-bold text-slate-500">5</td>
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<td class="py-3 px-4 font-bold text-slate-900">GPT-4o-mini</td>
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<td class="py-3 px-4 text-slate-600">Commercial API</td>
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<td class="py-3 px-4"><div class="flex items-center gap-2"><span class="font-bold text-slate-900">81.0</span><div class="w-24 bg-slate-200 h-2 rounded-full overflow-hidden"><div class="bg-sky-500 h-2 rounded-full" style="width: 81.0%"></div></div></div></td>
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<td class="py-3 px-4 text-center">78.5%</td>
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<td class="py-3 px-4 text-center">89.0%</td>
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<td class="py-3 px-4 text-center text-slate-700 font-semibold">1.62</td>
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<td class="py-3 px-4 text-center"><span class="px-2.5 py-1 bg-rose-100 text-rose-800 text-xs font-bold rounded-full">REMEDIATION</span></td>
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</tr>
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<tr class="hover:bg-slate-50 transition">
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<td class="py-3 px-4 text-center font-bold text-slate-500">6</td>
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<td class="py-3 px-4 font-bold text-slate-900">Gemma 2 9B Instruct</td>
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<td class="py-3 px-4 text-slate-600">Open-Weights</td>
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<td class="py-3 px-4"><div class="flex items-center gap-2"><span class="font-bold text-slate-900">77.3</span><div class="w-24 bg-slate-200 h-2 rounded-full overflow-hidden"><div class="bg-amber-500 h-2 rounded-full" style="width: 77.3%"></div></div></div></td>
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<td class="py-3 px-4 text-center">74.0%</td>
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<td class="py-3 px-4 text-center">81.5%</td>
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<td class="py-3 px-4 text-center text-slate-700 font-semibold">1.54</td>
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<td class="py-3 px-4 text-center"><span class="px-2.5 py-1 bg-rose-100 text-rose-800 text-xs font-bold rounded-full">REMEDIATION</span></td>
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</tr>
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<tr class="hover:bg-slate-50 transition">
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<td class="py-3 px-4 text-center font-bold text-slate-500">7</td>
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<td class="py-3 px-4 font-bold text-slate-900">Llama 3.1 8B Instruct</td>
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<td class="py-3 px-4 text-slate-600">Open-Weights</td>
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<td class="py-3 px-4"><div class="flex items-center gap-2"><span class="font-bold text-slate-900">69.8</span><div class="w-24 bg-slate-200 h-2 rounded-full overflow-hidden"><div class="bg-rose-500 h-2 rounded-full" style="width: 69.8%"></div></div></div></td>
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<td class="py-3 px-4 text-center">63.0%</td>
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<td class="py-3 px-4 text-center">76.0%</td>
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<td class="py-3 px-4 text-center text-rose-600 font-bold">2.85</td>
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<td class="py-3 px-4 text-center"><span class="px-2.5 py-1 bg-rose-100 text-rose-800 text-xs font-bold rounded-full">REMEDIATION</span></td>
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</tr>
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</tbody>
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</table>
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</div>
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</div>
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<!-- Commercial CTA Box -->
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<div id="audit-services" class="bg-slate-900 rounded-2xl p-6 sm:p-8 text-white shadow-xl">
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<div class="max-w-3xl">
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<h2 class="text-2xl font-bold">Independent System Audits & Red-Teaming Suites</h2>
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<p class="mt-2 text-slate-300 text-sm leading-relaxed">
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Ensure your Arabic conversational agents and RAG applications don't hallucinate or leak personal identifiers prior to deployment.
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| 175 |
+
</p>
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+
<div class="grid sm:grid-cols-2 gap-4 mt-6">
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<div class="bg-slate-800/80 border border-slate-700 p-4 rounded-xl">
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<div class="text-sky-400 font-bold text-lg">$199 / run</div>
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| 179 |
+
<div class="font-bold text-white mt-1">Automated System Audit & PDF Certificate</div>
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| 180 |
+
<p class="text-xs text-slate-300 mt-2">Send 200 interaction logs. Receive a branded 2-page diagnostic report with specific prompt and RAG code remediations.</p>
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</div>
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| 182 |
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<div class="bg-slate-800/80 border border-slate-700 p-4 rounded-xl">
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<div class="text-sky-400 font-bold text-lg">$149 one-time</div>
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| 184 |
+
<div class="font-bold text-white mt-1">Arabic Enterprise Red-Teaming Matrix</div>
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| 185 |
+
<p class="text-xs text-slate-300 mt-2">Download 500+ curated adversarial test cases covering Darija, Egyptian, Gulf, PDPL privacy bounds, and RAG hallucination traps.</p>
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| 186 |
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</div>
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</div>
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<div class="mt-6 flex flex-wrap gap-4 items-center">
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<span class="text-xs text-slate-400">Institutional inquiries: <code class="text-sky-300">audit@safeai.report</code></span>
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