NVIDIAのCosmosとフィジカルAIの未来予測：生成AIの革新と可能性

import React from 'react';
import { AreaChart, Area, BarChart, Bar, LineChart, Line, ComposedChart, Pie, PieChart, Radar, RadarChart, RadialBarChart, RadialBar, Scatter, ScatterChart, Treemap, PolarGrid, PolarAngleAxis, PolarRadiusAxis, XAxis, YAxis, CartesianGrid, Tooltip, Legend, ResponsiveContainer, Cell } from 'recharts';

const App = () => {
  const cosmosFeatures = [
    { name: 'ビデオデータ処理', value: 20000000, unit: '時間' },
    { name: 'Hopper GPU処理時間', value: 40, unit: '日' },
    { name: 'Blackwell GPU処理時間', value: 14, unit: '日' },
    { name: 'トークン圧縮率', value: 8, unit: '倍' },
    { name: 'データ処理速度向上', value: 12, unit: '倍' }
  ];

  const marketSizeData = [
    { year: '2025', manufacturing: 25000, logistics: 25000, total: 50000 },
    { year: '2026', manufacturing: 30000, logistics: 28000, total: 58000 },
    { year: '2027', manufacturing: 35000, logistics: 32000, total: 67000 },
    { year: '2028', manufacturing: 42000, logistics: 38000, total: 80000 },
    { year: '2029', manufacturing: 50000, logistics: 45000, total: 95000 }
  ];

  const adoptionData = [
    { name: '自動運転・モビリティ', value: 35, companies: ['Uber', 'Waabi', 'Wayve'] },
    { name: 'ロボティクス', value: 30, companies: ['1X', 'Agile Robots', 'Figure AI'] },
    { name: '製造業', value: 20, companies: ['Accenture', 'Siemens'] },
    { name: 'その他産業', value: 15, companies: ['Microsoft', 'その他'] }
  ];

  const capabilityData = [
    { subject: 'データ処理能力', value: 95, fullMark: 100 },
    { subject: 'シミュレーション精度', value: 90, fullMark: 100 },
    { subject: 'スケーラビリティ', value: 85, fullMark: 100 },
    { subject: '開発効率化', value: 88, fullMark: 100 },
    { subject: 'コスト削減効果', value: 80, fullMark: 100 },
    { subject: '安全性・信頼性', value: 92, fullMark: 100 }
  ];

  const COLORS = ['#2563eb', '#7c3aed', '#db2777', '#059669'];

  return (
    <div className="min-h-screen bg-gray-50 p-8">
      <div className="max-w-7xl mx-auto">
        <div className="bg-white rounded-xl shadow-lg p-8 mb-8">
          <h1 className="text-4xl font-bold mb-6 text-gray-900">NVIDIA Cosmos生成AIモデル分析ダッシュボード</h1>
          
          <div className="text-sm text-gray-600 mb-6">
            データソース: <a href="https://blogs.nvidia.com/blog/cosmos-world-foundation-models/" target="_blank" rel="noopener noreferrer" className="text-blue-500 underline hover:text-blue-700">NVIDIA Blog - Cosmos World Foundation Models</a>
          </div>

          <div className="grid grid-cols-1 lg:grid-cols-2 gap-8">
            <div className="bg-gray-50 rounded-lg p-6">
              <h2 className="text-2xl font-semibold mb-4">Cosmosの主要性能指標</h2>
              <div className="h-80">
                <ResponsiveContainer>
                  <BarChart data={cosmosFeatures} margin={{ top: 20, right: 30, left: 20, bottom: 5 }}>
                    <CartesianGrid strokeDasharray="3 3" />
                    <XAxis dataKey="name" />
                    <YAxis />
                    <Tooltip formatter={(value, name) => [`${value.toLocaleString()} ${cosmosFeatures.find(item => item.value === value)?.unit || ''}`]} />
                    <Bar dataKey="value" fill="#2563eb" name="数値">
                      {cosmosFeatures.map((entry, index) => (
                        <Cell key={`cell-${index}`} fill={COLORS[index % COLORS.length]} />
                      ))}
                    </Bar>
                  </BarChart>
                </ResponsiveContainer>
              </div>
            </div>

            <div className="bg-gray-50 rounded-lg p-6">
              <h2 className="text-2xl font-semibold mb-4">市場規模予測（推定）</h2>
              <div className="h-80">
                <ResponsiveContainer>
                  <ComposedChart data={marketSizeData} margin={{ top: 20, right: 30, left: 20, bottom: 5 }}>
                    <CartesianGrid strokeDasharray="3 3" />
                    <XAxis dataKey="year" />
                    <YAxis />
                    <Tooltip formatter={(value) => `${value.toLocaleString()} 億円`} />
                    <Legend />
                    <Area type="monotone" dataKey="manufacturing" stackId="1" fill="#2563eb" stroke="#2563eb" name="製造業" />
                    <Area type="monotone" dataKey="logistics" stackId="1" fill="#7c3aed" stroke="#7c3aed" name="物流業" />
                    <Line type="monotone" dataKey="total" stroke="#dc2626" name="合計" strokeWidth={2} />
                  </ComposedChart>
                </ResponsiveContainer>
              </div>
            </div>

            <div className="bg-gray-50 rounded-lg p-6">
              <h2 className="text-2xl font-semibold mb-4">業界別採用状況</h2>
              <div className="h-80">
                <ResponsiveContainer>
                  <PieChart>
                    <Pie
                      data={adoptionData}
                      cx="50%"
                      cy="50%"
                      labelLine={false}
                      outerRadius={120}
                      fill="#8884d8"
                      dataKey="value"
                      label={({ name, value }) => `${name} (${value}%)`}
                    >
                      {adoptionData.map((entry, index) => (
                        <Cell key={`cell-${index}`} fill={COLORS[index % COLORS.length]} />
                      ))}
                    </Pie>
                    <Tooltip formatter={(value) => `${value}%`} />
                    <Legend />
                  </PieChart>
                </ResponsiveContainer>
              </div>
            </div>

            <div className="bg-gray-50 rounded-lg p-6">
              <h2 className="text-2xl font-semibold mb-4">機能評価レーダーチャート</h2>
              <div className="h-80">
                <ResponsiveContainer>
                  <RadarChart cx="50%" cy="50%" outerRadius="80%" data={capabilityData}>
                    <PolarGrid />
                    <PolarAngleAxis dataKey="subject" />
                    <PolarRadiusAxis angle={30} domain={[0, 100]} />
                    <Radar name="評価スコア" dataKey="value" stroke="#2563eb" fill="#2563eb" fillOpacity={0.6} />
                    <Legend />
                    <Tooltip formatter={(value) => `${value}点`} />
                  </RadarChart>
                </ResponsiveContainer>
              </div>
            </div>
          </div>
        </div>
      </div>
    </div>
  );
};

export default App;