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u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316\u3001\u6301\u7d9a\u53ef\u80fd\u306a\u696d\u52d9\u306e\u63a8\u9032\u306b\u4e0d\u53ef\u6b20\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u3057\u3066\u53f0\u982d\u3057\u3066\u3044\u307e\u3059\u3002\u7523\u696d\u7528AI\u5e02\u5834\u306f\u30012035\u5e74\u307e\u3067\u306b\u5e74\u5e73\u5747\u6210\u9577\u7387\uff08CAGR\uff0928.5%\u3067\u6210\u9577\u3057\u30013800\u5104\u30c9\u30eb\u306b\u9054\u3059\u308b\u3068\u4e88\u6e2c\u3055\u308c\u3066\u304a\u308a\u30012045\u5e74\u307e\u3067\u62e1\u5927\u304c\u7d9a\u304f\u898b\u901a\u3057\u3067\u3059\u3002\u3053\u306e\u6210\u9577\u306f\u3001\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u306e\u53d6\u308a\u7d44\u307f\u3001\u696d\u52d9\u52b9\u7387\u6539\u5584\u3078\u306e\u5727\u529b\u306e\u9ad8\u307e\u308a\u3001\u53b3\u683c\u306a\u54c1\u8cea\u304a\u3088\u3073\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u3001\u305d\u3057\u3066AI\u3092\u6d3b\u7528\u3057\u305f\u81ea\u52d5\u5316\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u63a1\u7528\u3092\u4fc3\u3059\u52b4\u50cd\u529b\u4e0d\u8db3\u306e\u62e1\u5927\u306b\u3088\u3063\u3066\u52a0\u901f\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30ec\u30dd\u30fc\u30c8\u306e\u5185\u5bb9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u73fe\u72b6\uff1a\n<ul>\n<li>\u7523\u696d\u7528\u30c7\u30fc\u30bf\u5411\u3051\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u6a5f\u68b0\u5b66\u7fd2\u304a\u3088\u3073\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u54c1\u8cea\u7ba1\u7406\u3068\u696d\u52d9\u4e0a\u306e\u5b89\u5168\u6027\u3092\u5909\u9769\u3059\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0<\/li>\n<li>\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u8a18\u9332\u3084\u6280\u8853\u6587\u66f8\u304b\u3089\u306e\u77e5\u8b58\u62bd\u51fa\u3092\u53ef\u80fd\u306b\u3059\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406<\/li>\n<li>\u7269\u7406\u7684\u8cc7\u7523\u3084\u30d7\u30ed\u30bb\u30b9\u306e\u4eee\u60f3\u30ec\u30d7\u30ea\u30ab\u3092\u4f5c\u6210\u3059\u308b\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u6280\u8853<\/li>\n<li>\u5e2f\u57df\u5e45\u304c\u5236\u9650\u3055\u308c\u305f\u74b0\u5883\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u3092\u5b9f\u73fe\u3059\u308b\u30a8\u30c3\u30b8AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u8907\u96d1\u306a\u7523\u696d\u30d7\u30ed\u30bb\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u5f37\u5316\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n<\/li>\n<li>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790\uff1a\n<ul>\n<li>\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u309220\uff5e50%\u524a\u6e1b\u3059\u308b\u4e88\u6e2c\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b7\u30b9\u30c6\u30e0\uff08\u696d\u754c\u5168\u4f53<\/li>\n<li>AI \u306b\u3088\u308b\u54c1\u8cea\u7ba1\u7406\u3067\u300199.5% \u4ee5\u4e0a\u306e\u7cbe\u5ea6\u3067\u6b20\u9665\u3092\u691c\u51fa<\/li>\n<li>\u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u300115\uff5e30% \u306e\u52b9\u7387\u6539\u5584\u3092\u5b9f\u73fe<\/li>\n<li>\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u56de\u5fa9\u529b\u3068\u4e88\u6e2c\u80fd\u529b\u3092\u5f37\u5316<\/li>\n<li>\u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u6d88\u8cbb\u91cf\u3092\u6700\u5927 20% \u524a\u6e1b<\/li>\n<li>AI \u526f\u64cd\u7e26\u58eb\u3067\u3001\u8907\u96d1\u306a\u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b\u4eba\u9593\u306e\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u3092\u652f\u63f4<\/li>\n<\/ul>\n<\/li>\n<li>\u696d\u7a2e\u5225\u8a73\u7d30\u60c5\u5831\uff1a\n<ul>\n<li>\u30b9\u30de\u30fc\u30c8\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u3068\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc 4.0 \u306b\u3088\u308b\u88fd\u9020\u696d\u306e\u5909\u9769<\/li>\n<li>\u30b9\u30de\u30fc\u30c8\u30b0\u30ea\u30c3\u30c9\u7ba1\u7406\u304b\u3089\u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u904b\u7528\u307e\u3067\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u304a\u3088\u3073\u516c\u76ca\u4e8b\u696d\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u81ea\u5f8b\u578b\u7523\u696d\u8eca\u4e21\u3092\u542b\u3080\u8f38\u9001\u304a\u3088\u3073\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u30b7\u30b9\u30c6\u30e0<\/li>\n<li>\u30d8\u30eb\u30b9\u30b1\u30a2\u304a\u3088\u3073\u88fd\u85ac\u88fd\u9020\u306e\u6700\u9069\u5316<\/li>\n<li>AI\u306b\u3088\u308b\u5316\u5b66\u304a\u3088\u3073\u6750\u6599\u52a0\u5de5\u306e\u9032\u6b69<\/li>\n<li>\u9271\u696d\u3001\u8fb2\u696d\u3001\u822a\u7a7a\u5b87\u5b99\u3001\u305d\u306e\u4ed6\u306e\u7523\u696d\u5206\u91ce\u3067\u306e\u5fdc\u7528<\/li>\n<\/ul>\n<\/li>\n<li>\u5e02\u5834\u529b\u5b66\uff1a\n<ul>\n<li>OT\u30ea\u30fc\u30c0\u30fc\u3068\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u5927\u624b\u4f01\u696d\u9593\u306e\u6226\u7565\u7684\u63d0\u643a<\/li>\n<li>\u7af6\u4e89\u306e\u69cb\u56f3\u3092\u518d\u5f62\u6210\u3059\u308b10\u5104\u30c9\u30eb\u898f\u6a21\u306e\u8cb7\u53ce<\/li>\n<li>\u30d9\u30f3\u30c1\u30e3\u30fc\u30ad\u30e3\u30d4\u30bf\u30eb\u304a\u3088\u3073\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30af\u30a4\u30c6\u30a3\u6295\u8cc7\u306e\u30d1\u30bf\u30fc\u30f3<\/li>\n<li>\u4f01\u696d\u306e\u7814\u7a76\u958b\u767a\u6226\u7565\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u9053\u7b4b<\/li>\n<li>\u7523\u696d\u7528AI\u306e\u5c55\u958b\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u898f\u5236\u4e0a\u306e\u8003\u616e\u4e8b\u9805<\/li>\n<\/ul>\n<\/li>\n<li>\u5730\u57df\u5206\u6790\uff1a\n<ul>\n<li>\u7523\u696d\u7528AI\u306e\u9769\u65b0\u3068\u5c0e\u5165\u306b\u304a\u3051\u308b\u5317\u7c73\u306e\u30ea\u30fc\u30c0\u30fc\u30b7\u30c3\u30d7<\/li>\n<li>\u898f\u5236\u67a0\u7d44\u307f\u306b\u6cbf\u3063\u305f\u6a19\u6e96\u30d9\u30fc\u30b9\u306e\u7523\u696d\u7528AI\u306b\u91cd\u70b9\u3092\u7f6e\u304f\u6b27\u5dde<\/li>\n<li>\u7a4d\u6975\u7684\u306a\u7523\u696d\u8fd1\u4ee3\u5316\u3068\u81ea\u52d5\u5316\u3092\u76ee\u6307\u3059\u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df<\/li>\n<li>\u65b0\u8208\u5e02\u5834\u306b\u304a\u3051\u308b\u65b0\u305f\u306a\u6a5f\u4f1a\u3068\u5c0e\u5165\u30d1\u30bf\u30fc\u30f3<\/li>\n<\/ul>\n<\/li>\n<li>\u4eca\u5f8c\u306e\u898b\u901a\u3057\uff1a\n<ul>\n<li>\u81ea\u5f8b\u578b\u5de5\u5834\u3068\u30af\u30ed\u30fc\u30ba\u30c9\u30eb\u30fc\u30d7\u88fd\u9020\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7<\/li>\n<li>\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30cb\u30e5\u30fc\u30ed\u30e2\u30fc\u30d5\u30a3\u30c3\u30af\u30b7\u30b9\u30c6\u30e0\u306e\u610f\u7fa9<\/li>\n<li>\u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b\u4eba\u9593\u3068AI\u306e\u5354\u50cd\u306e\u9032\u5316<\/li>\n<li>\u7523\u696d\u7528AI\u306e\u9577\u671f\u7684\u306a\u7d4c\u6e08\u7684\u304a\u3088\u3073\u793e\u4f1a\u7684\u5f71\u97ff<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u3053\u306e\u30ec\u30dd\u30fc\u30c8\u3067\u306f\u3001\u7523\u696d\u7528AI\u306e\u5206\u91ce\u3092\u5f62\u4f5c\u308b285\u793e\u306e\u8a73\u7d30\u306a\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u4e2d\u306b\u306f\u3001\u78ba\u7acb\u3055\u308c\u305f\u7523\u696d\u6280\u8853\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\uff08\u30b7\u30fc\u30e1\u30f3\u30b9\u3001ABB\u3001\u30ed\u30c3\u30af\u30a6\u30a7\u30eb\u30fb\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u3001\u30b7\u30e5\u30ca\u30a4\u30c0\u30fc\u30a8\u30ec\u30af\u30c8\u30ea\u30c3\u30af\u3001\u30cf\u30cd\u30a6\u30a7\u30eb\uff09\u3084\u3001\u5927\u624b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u4f01\u696d\uff08\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u3001NVIDIA\u3001IBM\uff09\u3001\u7523\u696d\u7528AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u5c02\u9580\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\uff08Cognite\u3001Augury\u3001Uptake\uff09\u3001\u305d\u3057\u3066\u3055\u307e\u3056\u307e\u306a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u5206\u91ce\u306e\u9769\u65b0\u7684\u306a\u65b0\u8208\u4f01\u696d\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3055\u308c\u305f\u4f01\u696d\u306b\u306f\u3001ABBYY\u3001Abridge\u3001Across AI\u3001Agency\u3001Aionics\u3001AISDR\u3001AISERA\u3001Meta. AI\u3001Airflow\u3001Airtable\u3001Aisle.ai\u3001Alation\u3001All Hands\u3001Altera\u3001Altitius\u3001aludel AI\u3001Ambience\u3001ANDURIL\u3001ANON\u3001Anterior\u3001Aporia\u3001Arrow AI\u3001Arize\u3001AssertHealth\u3001Astrus\u3001Atheer\u3001Atomic Industries\u3001Atropos Health\u3001Augury\u3001Autifly\u3001Augmentir\u3001Autodesk\u3001Azara\u3001Basetwo\u3001Bioptimus\u3001 Bizagi\u3001Bloop\u3001Boon AI\u3001Borderless AI\u3001Broswarm\u3001Cadence\u3001CANVAS\u3001CartesIA\u3001Cavela\u3001Celonis\u3001ChatDev\u3001Charm Therapeutics\u3001Cognite\u3001Cognogys\u3001Composable\u3001Continue\u3001CONVEYAI\u3001COVAL\u3001Cradle Bio\u3001Credo AI\u3001Crew\u3001Daedulus\u3001Datamatics\u3001Datameer\u3001Dataminer\u3001Databricks\u3001Dataloop\u3001 Datamyx\u3001Decagon\u3001Deepgram\u3001Deepnote\u3001DevRev\u3001Diagram\u3001Dexterity\u3001Didero\u3001Distyl\u3001Dora\u3001Doxel\u3001DP Technology\u3001Dragzone AI\u3001Dropla\u3001E2B\u3001Ema\u3001e-Leverage\u3001EthonAI\u3001Emergence\u3001Explr\u3001Factory AI\u3001FactoryPal\u3001FATHOM\u3001Fetch.ai\u3001 ai\u3001Firsthand\u3001Fixie\u3001Flame\u3001FleetWorks\u3001Flowseq\u3001Fluix\u3001Fread\u3001git-engineer\u3001git-engineering\u3001GC AI\u3001Genesis Therapeutics\u3001Gesund.ai\u3001Gradient Labs\u3001Graviio\u3001Greenite\u3001Greyparrot\u3001Haber\u3001Halo Labs\u3001HappyRobot\u3001Helsing\u3001Hex\u3001Holistic AI\u3001Humming\u3001Hypatos\u3001i4Twins\u3001Iambic\u3001IBM\u3001ID. health\u3001IFS\u3001Imbue\u3001Indemn\u3001Innovoccer\u3001Innovation.ai\u3001Insilico Medicine\u3001Intelleq\u3001Invisible.ai\u3001iSIMplatform\u3001Jua\u3001Juna.ai GmbH\u3001Juno.ai\u3001Kater\u3001KoBold Metals\u3001Kognitos\u3001Kolable\u3001KOMPAS AI\u3001Kore. ai\u3001Kwant\u3001LangFuse\u3001Leo\u3001Librestream\u3001LlamaIndex\u3001Lovable\u3001Lutra\u3001Lyzr\u3001Mage\u3001Magic\u3001Martian\u3001Mbue\u3001Memora Health\u3001Meraker\u3001MERCOR\u3001MetAI\u3001Microsoft\u3001MindsAI\u3001Mindy\u3001Monumental\u3001Moonhub\u3001Movein AGI\u3001Moveworks\u3001Mulin\u3001Mullfy\u3001Nabla\u3001Nanonets\u3001Neominded\u3001Neural Foundry\u3001 nFlux\u3001NICE\u3001Nintex\u3001Notimatic\u3001nTop\u3001NVIDIA\u3001Observable\u3001Oinride\u3001Orbital Materials\u3001OTee\u3001Orby\u3001Otto\u3001Palantir\u3001Paradigm\u3001Parloa\u3001PATHOM.ai\u3001Patronus AI\u3001Payman\u3001PEGA\u3001Phaidra\u3001Phalanx\u3001Phantasma Labs\u3001Physics X\u3001Pinecone\u3001Please\u3001Poolside\u3001Powder\u3001Primer.ai\u3001PROCORE\u3001Proper Automation\u3001Prophet ai\u3001Patronus AI\u3001Payman\u3001PEGA\u3001Phaidra\u3001Phalanx\u3001Phantasma Labs\u3001Physics X\u3001Pinecone\u3001Please\u3001Poolside\u3001Powder\u3001Primer.ai\u3001PROCORE\u3001Proper Automation\u3001Prophet\u3001Protex AI\u3001PTC\u3001qido\u3001Quantum Systems\u3001Quindi\u3001RadiantSecurity\u3001Raycast\u306a\u3069\u591a\u6570\u3002<\/p>\n<h4>\u76ee\u6b21<\/h4>\n<h4><b>1 \u30a8\u30b0\u30bc\u30af\u30c6\u30a3\u30d6\u30b5\u30de\u30ea\u30fc 36<\/b><\/h4>\n<ul>\n<li>1.1 \u4e16\u754c\u306e\u7523\u696d\u7528AI\u5e02\u5834\u898f\u6a21\uff082023\u5e74\uff5e2035\u5e74\uff09 37<\/li>\n<li>1.2 \u7523\u696d\u7528AI\u6280\u8853\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30d9\u30f3\u30c1\u30de\u30fc\u30af 38<\/li>\n<li>1.3 \u7523\u696d\u7528AI\u5e02\u5834\u30de\u30c3\u30d7 40<\/li>\n<li>1.4 \u6280\u8853 43\n<ul>\n<li>1.4.1 \u6a5f\u68b0\u5b66\u7fd2\u304a\u3088\u3073\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 45<\/li>\n<li>1.4.2 \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0 45<\/li>\n<li>1.4.3 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 46<\/li>\n<li>1.4.4 \u4e88\u6e2c\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 47<\/li>\n<li>1.4.5 \u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u6280\u8853 48<\/li>\n<li>1.4.6 \u30a8\u30c3\u30b8AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 49<\/li>\n<\/ul>\n<\/li>\n<li>1.5 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 52\n<ul>\n<li>1.5.1 \u4e88\u6e2c\u4fdd\u5168\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 52<\/li>\n<li>1.5.2 \u54c1\u8cea\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 53<\/li>\n<li>1.5.3 \u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 54<\/li>\n<li>1.5.4 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 56<\/li>\n<li>1.5.5 \u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 56<\/li>\n<li>1.5.6 \u305d\u306e\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u91ce 57<\/li>\n<\/ul>\n<\/li>\n<li>1.6 \u5e02\u5834 58\n<ul>\n<li>1.6.1 \u88fd\u9020\u696d\u5411\u3051\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 58<\/li>\n<li>1.6.2 \u30a8\u30cd\u30eb\u30ae\u30fc\u304a\u3088\u3073\u516c\u76ca\u4e8b\u696d\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 60<\/li>\n<li>1.6.3 \u8f38\u9001\u304a\u3088\u3073\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u30b7\u30b9\u30c6\u30e0 61<\/li>\n<li>1.6.4 \u30d8\u30eb\u30b9\u30b1\u30a2\u304a\u3088\u3073\u88fd\u85ac\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 63<\/li>\n<li>1.6.5 \u5316\u5b66\u304a\u3088\u3073\u6750\u6599\u52a0\u5de5 64<\/li>\n<li>1.6.6 \u305d\u306e\u4ed6\u306e\u7523\u696d\u5206\u91ce 66<\/li>\n<\/ul>\n<\/li>\n<li>1.7 \u30b3\u30b9\u30c8\u69cb\u9020 67<\/li>\n<\/ul>\n<h4><b>2 \u306f\u3058\u3081\u306b 69<\/b><\/h4>\n<ul>\n<li>2.1 \u7523\u696d\u7528AI\u306e\u5b9a\u7fa9\u3068\u7bc4\u56f2 70\n<ul>\n<li>2.1.1 \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308bAI\u306e\u6b74\u53f2\u7684\u80cc\u666f 70<\/li>\n<li>2.1.2 \u7523\u696d\u7528AI\u30b7\u30b9\u30c6\u30e0\u306e\u5b9a\u7fa9\u4e0a\u306e\u7279\u5fb4 71<\/li>\n<li>2.1.3 \u5e83\u7fa9\u306eAI\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u7523\u696d\u7528AI 72<\/li>\n<\/ul>\n<\/li>\n<li>2.2 \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308bAI\u306e\u9032\u5316 73\n<ul>\n<li>2.2.1 \u7523\u696d\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u306eAI\u4ee5\u524d\u306e\u6642\u4ee3 74<\/li>\n<li>2.2.2 \u88fd\u9020\u306b\u304a\u3051\u308b\u521d\u671f\u306e\u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0 74<\/li>\n<li>2.2.3 \u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ed\u30fc\u30c1\u3078\u306e\u79fb\u884c 75<\/li>\n<li>2.2.4 \u7523\u696d\u7528\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u51fa\u73fe 76<\/li>\n<li>2.2.5 \u7523\u696d\u7528AI\u306e\u4e3b\u8981\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u306e\u5e74\u8868 77<\/li>\n<\/ul>\n<\/li>\n<li>2.3 \u7523\u696d\u7528AI\u3068\u6d88\u8cbb\u8005\/\u4f01\u696d\u5411\u3051AI\u306e\u9055\u3044 78<\/li>\n<li>2.4 \u6280\u8853\u7684\u8981\u4ef6\u3068\u5236\u7d04 79<\/li>\n<li>2.5 \u30c7\u30fc\u30bf\u306e\u7279\u6027\u3068\u53ef\u7528\u6027 80\n<ul>\n<li>2.5.1 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6307\u6a19\u3068\u6210\u529f\u57fa\u6e96 81<\/li>\n<li>2.5.2 \u7523\u696d\u74b0\u5883\u7279\u6709\u306e\u5b9f\u88c5\u4e0a\u306e\u8ab2\u984c 82<\/li>\n<li>2.5.3 \u30ea\u30b9\u30af\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3068\u969c\u5bb3\u306e\u5f71\u97ff 83<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><b>3 \u5e02\u5834\u6982\u89b3 85<\/b><\/h4>\n<ul>\n<li>3.1 \u73fe\u5728\u306e\u5e02\u5834\u898f\u6a21\u3068\u6210\u9577\u8ecc\u9053 85\n<ul>\n<li>3.1.1 \u904e\u53bb\u306e\u5e02\u5834\u958b\u767a\uff082018\uff5e2024\u5e74\uff09 85<\/li>\n<li>3.1.2 \u524d\u5e74\u6bd4\u6210\u9577\u7387\u5206\u6790 86<\/li>\n<li>3.1.3 \u5e02\u5834\u52a0\u901f\u8981\u56e0 88<\/li>\n<\/ul>\n<\/li>\n<li>3.2 \u5730\u57df\u5225\u5e02\u5834\u5206\u5e03\u3068\u52d5\u5411 89\n<ul>\n<li>3.2.1 \u5317\u7c73 89<\/li>\n<li>3.2.2 \u6b27\u5dde 90<\/li>\n<li>3.2.3 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df 91<\/li>\n<\/ul>\n<\/li>\n<li>3.3 \u30c6\u30af\u30ce\u30ed\u30b8\u30bf\u30a4\u30d7\u5225\u306e\u5e02\u5834\u533a\u5206 93\n<ul>\n<li>3.3.1 \u6a5f\u68b0\u5b66\u7fd2\u304a\u3088\u3073\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 93<\/li>\n<li>3.3.2 \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0 94<\/li>\n<li>3.3.3 \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 95<\/li>\n<li>3.3.4 \u7570\u5e38\u691c\u77e5\u3068\u4e88\u6e2c\u5206\u6790 95<\/li>\n<li>3.3.5 \u5f37\u5316\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 96<\/li>\n<li>3.3.6 \u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u5e02\u5834\u30b7\u30a7\u30a2 96<\/li>\n<li>3.3.7 \u7523\u696d\u7528\u30a8\u30c3\u30b8AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 97<\/li>\n<\/ul>\n<\/li>\n<li>3.4 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225\u306e\u5e02\u5834\u533a\u5206 97\n<ul>\n<li>3.4.1 \u4e88\u6e2c\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9 98<\/li>\n<li>3.4.2 \u54c1\u8cea\u7ba1\u7406\u304a\u3088\u3073\u691c\u67fb 98<\/li>\n<li>3.4.3 \u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316 99<\/li>\n<li>3.4.4 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406 99<\/li>\n<li>3.4.5 \u5728\u5eab\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 100<\/li>\n<li>3.4.6 \u4f5c\u696d\u54e1\u306e\u5b89\u5168\u304a\u3088\u3073\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0 101<\/li>\n<li>3.4.7 \u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406 102<\/li>\n<li>3.4.8 \u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3068\u81ea\u52d5\u5316\u306e\u7d71\u5408 103<\/li>\n<li>3.4.9 \u88fd\u54c1\u8a2d\u8a08\u304a\u3088\u3073\u958b\u767a\u30c4\u30fc\u30eb 104<\/li>\n<li>3.4.10 \u610f\u601d\u6c7a\u5b9a\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 104<\/li>\n<\/ul>\n<\/li>\n<li>3.5 \u7523\u696d\u5206\u91ce\u5225\u306e\u5e02\u5834\u7d30\u5206\u5316 104\n<ul>\n<li>3.5.1 \u88fd\u9020\u696d\u30bb\u30af\u30bf\u30fc 105<\/li>\n<li>3.5.2 \u30a8\u30cd\u30eb\u30ae\u30fc\u304a\u3088\u3073\u516c\u76ca\u4e8b\u696d\u30bb\u30af\u30bf\u30fc 105<\/li>\n<li>3.5.3 \u904b\u8f38\u304a\u3088\u3073\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9 106<\/li>\n<li>3.5.4 \u30d8\u30eb\u30b9\u30b1\u30a2\u304a\u3088\u3073\u88fd\u85ac 106<\/li>\n<li>3.5.5 \u5316\u5b66\u304a\u3088\u3073\u6750\u6599\u52a0\u5de5 107<\/li>\n<li>3.5.6 \u9271\u696d\u304a\u3088\u3073\u91d1\u5c5e\u7523\u696d 107<\/li>\n<li>3.5.7 \u8fb2\u696d\u304a\u3088\u3073\u98df\u54c1\u52a0\u5de5 108<\/li>\n<li>3.5.8 \u822a\u7a7a\u5b87\u5b99\u304a\u3088\u3073\u9632\u885b\u7528\u9014 109<\/li>\n<li>3.5.9 \u5efa\u8a2d\u304a\u3088\u3073\u30a4\u30f3\u30d5\u30e9 109<\/li>\n<li>3.5.10 \u63a1\u7528\u7387\u306e\u696d\u7a2e\u9593\u6bd4\u8f03 111<\/li>\n<li>3.5.11 \u696d\u754c\u96c6\u4e2d\u5206\u6790 112<\/li>\n<\/ul>\n<\/li>\n<li>3.6 \u6295\u8cc7\u72b6\u6cc1\u3068\u8cc7\u91d1\u8abf\u9054\u5206\u6790 112\n<ul>\n<li>3.6.1 \u30d9\u30f3\u30c1\u30e3\u30fc\u30ad\u30e3\u30d4\u30bf\u30eb\u6295\u8cc7\u52d5\u5411 113\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li>3.6.1.1 \u30a2\u30fc\u30ea\u30fc\u30b9\u30c6\u30fc\u30b8\u306e\u8cc7\u91d1\u8abf\u9054\u30d1\u30bf\u30fc\u30f3 115<\/li>\n<li>3.6.1.2 \u6210\u9577\u6bb5\u968e\u306e\u6295\u8cc7\u6d3b\u52d5 115<\/li>\n<li>3.6.1.3 \u5f8c\u671f\u6bb5\u968e\u304a\u3088\u3073IPO\u524d\u306e\u8cc7\u91d1\u8abf\u9054 116<\/li>\n<li>3.6.1.4 VC\u6295\u8cc7\u306e\u5730\u57df\u5206\u5e03 117<\/li>\n<\/ul>\n<\/li>\n<li>3.6.2 \u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30af\u30a4\u30c6\u30a3\u6295\u8cc7\u6d3b\u52d5 118<\/li>\n<li>3.6.3 \u4f01\u696d\u6295\u8cc7\u304a\u3088\u3073\u6226\u7565\u7684\u8cc7\u91d1\u8abf\u9054 118<\/li>\n<li>3.6.4 \u653f\u5e9c\u304a\u3088\u3073\u516c\u5171\u90e8\u9580\u306b\u3088\u308b\u8cc7\u91d1\u8abf\u9054\u30a4\u30cb\u30b7\u30a2\u30c6\u30a3\u30d6 119<\/li>\n<li>3.6.5 \u4e3b\u8981\u5e02\u5834\u95a2\u4fc2\u8005\u306b\u3088\u308b\u7814\u7a76\u958b\u767a\u6295\u8cc7 121<\/li>\n<li>3.6.6 \u7dcf\u6295\u8cc7\u984d\u5206\u6790\uff082020\uff5e2024\u5e74\uff09 122<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><b>4 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5206\u6790 124<\/b><\/h4>\n<ul>\n<li>4.1 \u4e88\u6e2c\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9 125\n<ul>\n<li>4.1.1 \u6280\u8853\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5b9f\u88c5\u30e2\u30c7\u30eb 125\n<ul>\n<li>4.1.1.1 \u30bb\u30f3\u30b5\u30fc\u7d71\u5408\u3068\u30c7\u30fc\u30bf\u53ce\u96c6\u30b7\u30b9\u30c6\u30e0 126<\/li>\n<li>4.1.1.2 \u30c7\u30fc\u30bf\u524d\u51e6\u7406\u3068\u6a5f\u80fd\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0 128<\/li>\n<li>4.1.1.3 \u7570\u5e38\u691c\u77e5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 129<\/li>\n<li>4.1.1.4 \u6a5f\u68b0\u306e\u5065\u5eb7\u4e88\u6e2c\u30e2\u30c7\u30eb 129<\/li>\n<li>4.1.1.5 \u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30fb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u7d71\u5408 130<\/li>\n<li>4.1.1.6 \u30a2\u30e9\u30fc\u30c8\u7ba1\u7406\u3068\u512a\u5148\u9806\u4f4d\u4ed8\u3051 131<\/li>\n<li>4.1.1.7 \u77e5\u8b58\u30d9\u30fc\u30b9\u306e\u958b\u767a\u3068\u6d3b\u7528 131<\/li>\n<\/ul>\n<\/li>\n<li>4.1.2 ROI\u5206\u6790\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3 132\n<ul>\n<li>4.1.2.1 \u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u524a\u6e1b\u306e\u6307\u6a19 133<\/li>\n<li>4.1.2.2 \u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b3\u30b9\u30c8\u3078\u306e\u5f71\u97ff\u8a55\u4fa1 133<\/li>\n<li>4.1.2.3 \u8cc7\u7523\u5bff\u547d\u5ef6\u9577\u5206\u6790 134<\/li>\n<li>4.1.2.4 \u52b4\u50cd\u52b9\u7387\u306e\u6539\u5584 134<\/li>\n<li>4.1.2.5 \u4e88\u5099\u90e8\u54c1\u5728\u5eab\u306e\u6700\u9069\u5316 134<\/li>\n<li>4.1.2.6 \u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u306e\u5411\u4e0a 134<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>4.2 \u54c1\u8cea\u7ba1\u7406\u3068\u691c\u67fb 136\n<ul>\n<li>4.2.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5b9f\u88c5\u30e2\u30c7\u30eb 136\n<ul>\n<li>4.2.1.1 \u8996\u899a\u691c\u67fb\u30b7\u30b9\u30c6\u30e0\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 137<\/li>\n<li>4.2.1.2 \u30de\u30eb\u30c1\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u878d\u5408\u30a2\u30d7\u30ed\u30fc\u30c1 137<\/li>\n<li>4.2.1.3 \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u306e\u9078\u629e\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0 138<\/li>\n<li>4.2.1.4 \u30a8\u30c3\u30b8\u51e6\u7406\u3068\u30af\u30e9\u30a6\u30c9\u51e6\u7406\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5 139<\/li>\n<li>4.2.1.5 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u306e\u8981\u4ef6 140<\/li>\n<li>4.2.1.6 \u751f\u7523\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408 141<\/li>\n<li>4.2.1.7 \u54c1\u8cea\u30c7\u30fc\u30bf\u7ba1\u7406\u3068\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3 142<\/li>\n<\/ul>\n<\/li>\n<li>4.2.2 ROI\u5206\u6790\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3 142\n<ul>\n<li>4.2.2.1 \u691c\u51fa\u7cbe\u5ea6\u306e\u5411\u4e0a 143<\/li>\n<li>4.2.2.2 \u507d\u967d\u6027\/\u507d\u9670\u6027\u7387\u306e\u4f4e\u6e1b 143<\/li>\n<li>4.2.2.3 \u691c\u67fb\u901f\u5ea6\u306e\u5411\u4e0a 144<\/li>\n<li>4.2.2.4 \u4eba\u4ef6\u8cbb\u306e\u524a\u6e1b 145<\/li>\n<li>4.2.2.5 \u9867\u5ba2\u304b\u3089\u306e\u82e6\u60c5\u306e\u6e1b\u5c11 145<\/li>\n<li>4.2.2.6 \u4fdd\u8a3c\u8acb\u6c42\u306e\u5f71\u97ff 146<\/li>\n<li>4.2.2.7 \u696d\u754c\u6a2a\u65ad\u7684\u306aROI\u6bd4\u8f03 146<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>4.3 \u30d7\u30ed\u30bb\u30b9\u306e\u6700\u9069\u5316 147\n<ul>\n<li>4.3.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5c0e\u5165\u30e2\u30c7\u30eb 147<\/li>\n<li>4.3.2 ROI\u5206\u6790\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3 148<\/li>\n<\/ul>\n<\/li>\n<li>4.4 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406 150\n<ul>\n<li>4.4.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5c0e\u5165\u30e2\u30c7\u30eb 150<\/li>\n<li>4.4.2 ROI\u5206\u6790\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3 151<\/li>\n<\/ul>\n<\/li>\n<li>4.5 \u5728\u5eab\u7ba1\u7406 152\n<ul>\n<li>4.5.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u69cb\u6210\u8981\u7d20\u3068\u5c0e\u5165\u30e2\u30c7\u30eb 152<\/li>\n<li>4.5.2 ROI\u5206\u6790\u3068\u4e8b\u4f8b\u7814\u7a76 153<\/li>\n<\/ul>\n<\/li>\n<li>4.6 \u4f5c\u696d\u54e1\u306e\u5b89\u5168\u3068\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0 153\n<ul>\n<li>4.6.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u69cb\u6210\u8981\u7d20\u3068\u5c0e\u5165\u30e2\u30c7\u30eb 154<\/li>\n<li>4.6.2 ROI\u5206\u6790\u3068\u4e8b\u4f8b\u7814\u7a76 154<\/li>\n<\/ul>\n<\/li>\n<li>4.7 \u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406 155\n<ul>\n<li>4.7.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5b9f\u88c5\u30e2\u30c7\u30eb 156<\/li>\n<li>4.7.2 ROI\u5206\u6790\u3068\u4e8b\u4f8b\u7814\u7a76 157<\/li>\n<\/ul>\n<\/li>\n<li>4.8 \u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3068\u81ea\u52d5\u5316\u306e\u7d71\u5408 158\n<ul>\n<li>4.8.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5b9f\u88c5\u30e2\u30c7\u30eb 158<\/li>\n<li>4.8.2 ROI\u5206\u6790\u3068\u4e8b\u4f8b\u7814\u7a76 159<\/li>\n<\/ul>\n<\/li>\n<li>4.9 \u88fd\u54c1\u8a2d\u8a08\u304a\u3088\u3073\u958b\u767a 160\n<ul>\n<li>4.9.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5b9f\u88c5\u30e2\u30c7\u30eb 160\n<ul>\n<li>4.9.1.1 \u30b8\u30a7\u30cd\u30ec\u30fc\u30c6\u30a3\u30d6\u30c7\u30b6\u30a4\u30f3\u30b7\u30b9\u30c6\u30e0 160<\/li>\n<li>4.9.1.2 AI\u652f\u63f4CAD\/CAM\u7d71\u5408 161<\/li>\n<li>4.9.1.3 \u30c7\u30b8\u30bf\u30eb\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3068\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3 162<\/li>\n<li>4.9.1.4 \u6750\u6599\u79d1\u5b66\u306b\u304a\u3051\u308bAI\u306e\u5fdc\u7528 162<\/li>\n<li>4.9.1.5 \u8a2d\u8a08\u77e5\u8b58\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 163<\/li>\n<li>4.9.1.6 \u8a2d\u8a08\u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 164<\/li>\n<li>4.9.1.7 PLM \u7d71\u5408\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 164<\/li>\n<\/ul>\n<\/li>\n<li>4.9.2 ROI \u5206\u6790\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3 165\n<ul>\n<li>4.9.2.1 \u8a2d\u8a08\u30b5\u30a4\u30af\u30eb\u30bf\u30a4\u30e0\u306e\u77ed\u7e2e 166<\/li>\n<li>4.9.2.2 \u6750\u6599\u52b9\u7387\u306e\u6539\u5584 167<\/li>\n<li>4.9.2.3 \u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u7387\u306e\u5411\u4e0a 167<\/li>\n<li>4.9.2.4 \u521d\u56de\u8a2d\u8a08\u306e\u6210\u529f\u6307\u6a19 168<\/li>\n<li>4.9.2.5 \u8a2d\u8a08\u30ea\u30bd\u30fc\u30b9\u306e\u6700\u9069\u5316 169<\/li>\n<li>4.9.2.6 \u88fd\u54c1\u6027\u80fd\u306e\u5411\u4e0a 169<\/li>\n<li>4.9.2.7 \u8a2d\u8a08\u30b3\u30b9\u30c8\u524a\u6e1b\u5206\u6790 170\n<ul>\n<li>4.9.2.7.1 \u6b21\u4e16\u4ee3AI\u99c6\u52d5\u578b\u8a2d\u8a08\u30b7\u30b9\u30c6\u30e0 171<\/li>\n<li>4.9.2.7.2 \u30de\u30eb\u30c1\u30d5\u30a3\u30b8\u30c3\u30af\u30b9\u30fb\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u7d71\u5408 171<\/li>\n<li>4.9.2.7.3 \u30b3\u30e9\u30dc\u30ec\u30fc\u30c6\u30a3\u30d6\u8a2d\u8a08\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 172<\/li>\n<li>4.9.2.7.4 \u696d\u754c\u56fa\u6709\u306e\u6a5f\u80fd\u958b\u767a 173<\/li>\n<li>4.9.2.7.5 \u30af\u30ed\u30b9\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u79fb\u8ee2\u30e2\u30c7\u30eb 173<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>4.10 \u610f\u601d\u6c7a\u5b9a\u652f\u63f4\u30b7\u30b9\u30c6\u30e0 174\n<ul>\n<li>4.10.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5b9f\u88c5\u30e2\u30c7\u30eb 174\n<ul>\n<li>4.10.1.1 \u77e5\u8b58\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 175\n<ul>\n<li>4.10.1.1.1 \u30eb\u30fc\u30eb\u30d9\u30fc\u30b9\u306e\u610f\u601d\u6c7a\u5b9a\u30a8\u30f3\u30b8\u30f3 175<\/li>\n<li>4.10.1.1.2 \u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u30b7\u30b9\u30c6\u30e0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af 176<\/li>\n<li>4.10.1.1.3 \u77e5\u8b58\u30b0\u30e9\u30d5\u306e\u5b9f\u88c5 177<\/li>\n<li>4.10.1.1.4 \u7523\u696d\u5206\u91ce\u5411\u3051\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u958b\u767a 177<\/li>\n<li>4.10.1.1.5 \u77e5\u8b58\u7372\u5f97\u65b9\u6cd5\u8ad6 178<\/li>\n<li>4.10.1.1.6 \u6a5f\u68b0\u5b66\u7fd2\u306e\u610f\u601d\u6c7a\u5b9a\u30e2\u30c7\u30eb 179<\/li>\n<li>4.10.1.1.7 \u5206\u985e\u306b\u57fa\u3065\u304f\u610f\u601d\u6c7a\u5b9a\u30b7\u30b9\u30c6\u30e0 180<\/li>\n<li>4.10.1.1.8 \u56de\u5e30\u304a\u3088\u3073\u4e88\u6e2c\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 180<\/li>\n<li>4.10.1.1.9 \u610f\u601d\u6c7a\u5b9a\u306e\u8cea\u3092\u9ad8\u3081\u308b\u305f\u3081\u306e\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u624b\u6cd5 181<\/li>\n<li>4.10.1.1.10 \u610f\u601d\u6c7a\u5b9a\u306e\u6700\u9069\u5316\u306e\u305f\u3081\u306e\u5f37\u5316\u5b66\u7fd2 182<\/li>\n<li>4.10.1.1.11 ML\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308b\u4e0d\u78ba\u5b9f\u6027\u306e\u51e6\u7406 182<\/li>\n<\/ul>\n<\/li>\n<li>4.10.1.2 \u78ba\u7387\u63a8\u8ad6\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af 183\n<ul>\n<li>4.10.1.2.1 \u30d9\u30a4\u30b8\u30a2\u30f3\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5b9f\u88c5 184<\/li>\n<li>4.10.1.2.2 \u30e2\u30f3\u30c6\u30ab\u30eb\u30ed\u30fb\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u7d71\u5408 184<\/li>\n<li>4.10.1.2.3 \u30d5\u30a1\u30b8\u30fc\u8ad6\u7406\u6c7a\u5b9a\u30b7\u30b9\u30c6\u30e0 185<\/li>\n<li>4.10.1.2.4 \u4e0d\u78ba\u5b9f\u6027\u4f1d\u642c\u624b\u6cd5 186<\/li>\n<li>4.10.1.2.5 \u611f\u5ea6\u5206\u6790\u6280\u8853 186<\/li>\n<\/ul>\n<\/li>\n<li>4.10.1.3 \u8aac\u660e\u53ef\u80fd\u306aAI\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 187\n<ul>\n<li>4.10.1.3.1 \u7279\u5fb4\u306e\u91cd\u8981\u6027\u306e\u8996\u899a\u5316 188<\/li>\n<li>4.10.1.3.2 \u610f\u601d\u6c7a\u5b9a\u7d4c\u8def\u306e\u8aac\u660e\u65b9\u6cd5 189<\/li>\n<li>4.10.1.3.3 \u53cd\u4e8b\u5b9f\u7684\u8aac\u660e\u6280\u8853 189<\/li>\n<li>4.10.1.3.4 \u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u8aac\u660e\u306e\u751f\u6210 190<\/li>\n<li>4.10.1.3.5 \u4fe1\u983c\u5ea6\u30b9\u30b3\u30a2\u306e\u4f1d\u9054 191<\/li>\n<\/ul>\n<\/li>\n<li>4.10.1.4 \u8907\u6570\u57fa\u6e96\u306e\u610f\u601d\u6c7a\u5b9a\u5206\u6790 191\n<ul>\n<li>4.10.1.4.1 \u76ee\u7684\u95a2\u6570\u306e\u5b9a\u5f0f\u5316 192<\/li>\n<li>4.10.1.4.2 \u5236\u7d04\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30a2\u30d7\u30ed\u30fc\u30c1 193<\/li>\n<li>4.10.1.4.3 \u6700\u9069\u5316\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u9078\u629e 193<\/li>\n<li>4.10.1.4.4 \u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u5206\u6790\u306e\u8996\u899a\u5316 194<\/li>\n<li>4.10.1.4.5 \u55dc\u597d\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u30c6\u30af\u30cb\u30c3\u30af 195<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>4.10.2 ROI\u5206\u6790\u3068\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3 195\n<ul>\n<li>4.10.2.1 \u610f\u601d\u6c7a\u5b9a\u306e\u8cea\u6539\u5584\u306e\u8a55\u4fa1\u57fa\u6e96 196\n<ul>\n<li>4.10.2.1.1 \u610f\u601d\u6c7a\u5b9a\u306e\u6b63\u78ba\u6027\u306e\u6e2c\u5b9a 196<\/li>\n<li>4.10.2.1.2 \u4e00\u8cab\u6027\u306e\u5f37\u5316\u306e\u8ffd\u8de1 196<\/li>\n<li>4.10.2.1.3 \u610f\u601d\u6c7a\u5b9a\u306e\u3070\u3089\u3064\u304d\u306e\u4f4e\u6e1b 197<\/li>\n<li>4.10.2.1.4 \u5c02\u9580\u5bb6\u306e\u610f\u898b\u306e\u4e00\u81f4 198<\/li>\n<li>4.10.2.1.5 \u610f\u601d\u6c7a\u5b9a\u7d50\u679c\u306e\u5206\u6790 198<\/li>\n<\/ul>\n<\/li>\n<li>4.10.2.2 \u610f\u601d\u6c7a\u5b9a\u306e\u8fc5\u901f\u5316 199\n<ul>\n<li>4.10.2.2.1 \u610f\u601d\u6c7a\u5b9a\u307e\u3067\u306e\u6642\u9593\u306e\u77ed\u7e2e 200<\/li>\n<li>4.10.2.2.2 \u5206\u6790\u30b5\u30a4\u30af\u30eb\u6642\u9593\u306e\u77ed\u7e2e 200<\/li>\n<li>4.10.2.2.3 \u60c5\u5831\u53ce\u96c6\u306e\u9ad8\u901f\u5316 201<\/li>\n<li>4.10.2.2.4 \u627f\u8a8d\u30d7\u30ed\u30bb\u30b9\u306e\u5408\u7406\u5316 202<\/li>\n<li>4.10.2.2.5 \u65e5\u5e38\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u306e\u81ea\u52d5\u5316 202<\/li>\n<\/ul>\n<\/li>\n<li>4.10.2.3 \u30a8\u30e9\u30fc\u7387\u4f4e\u6e1b\u5206\u6790 203\n<ul>\n<li>4.10.2.3.1 \u30a8\u30e9\u30fc\u30bf\u30a4\u30d7\u306e\u5206\u985e 204<\/li>\n<li>4.10.2.3.2 \u30a8\u30e9\u30fc\u983b\u5ea6\u306e\u6e2c\u5b9a 204<\/li>\n<li>4.10.2.3.3 \u30a8\u30e9\u30fc\u306e\u91cd\u5927\u6027\u306b\u3088\u308b\u5f71\u97ff\u8a55\u4fa1 205<\/li>\n<li>4.10.2.3.4 \u6839\u672c\u539f\u56e0\u306e\u7279\u5b9a\u306e\u5f37\u5316 206<\/li>\n<li>4.10.2.3.5 \u4e88\u9632\u7684\u7d71\u5236\u306e\u5b9f\u65bd 206<\/li>\n<\/ul>\n<\/li>\n<li>4.10.2.4 \u30ea\u30b9\u30af\u7de9\u548c\u4fa1\u5024\u306e\u8a55\u4fa1 207\n<ul>\n<li>4.10.2.4.1 \u30ea\u30b9\u30af\u8b58\u5225\u6539\u5584 208<\/li>\n<li>4.10.2.4.2 \u30ea\u30b9\u30af\u5b9a\u91cf\u5316\u306e\u6539\u5584 209<\/li>\n<li>4.10.2.4.3 \u30b7\u30ca\u30ea\u30aa\u5206\u6790\u80fd\u529b 209<\/li>\n<li>4.10.2.4.4 \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u4fdd\u8a3c\u4fa1\u5024 210<\/li>\n<li>4.10.2.4.5 \u5b89\u5168\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306e\u524a\u6e1b 211<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><b>5 \u7523\u696d\u7528AI\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u5c55\u671b 211<\/b><\/h4>\n<ul>\n<li>5.1 \u30b3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc 212\n<ul>\n<li>5.1.1 \u6a5f\u68b0\u5b66\u7fd2\u3068\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 212\n<ul>\n<li>5.1.1.1 \u7523\u696d\u306b\u304a\u3051\u308b\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u306e\u5fdc\u7528 213<\/li>\n<li>5.1.1.2 \u30d1\u30bf\u30fc\u30f3\u691c\u51fa\u306e\u305f\u3081\u306e\u6559\u5e2b\u306a\u3057\u5b66\u7fd2 214<\/li>\n<li>5.1.1.3 \u534a\u6559\u5e2b\u3042\u308a\u5b66\u7fd2\u30a2\u30d7\u30ed\u30fc\u30c1 215<\/li>\n<li>5.1.1.4 \u7523\u696d\u30c7\u30fc\u30bf\u306e\u305f\u3081\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 215<\/li>\n<li>5.1.1.5 \u30ea\u30bd\u30fc\u30b9\u304c\u9650\u3089\u308c\u305f\u74b0\u5883\u306b\u304a\u3051\u308b\u8ee2\u79fb\u5b66\u7fd2 216<\/li>\n<li>5.1.1.6 \u5206\u6563\u578b\u7523\u696d\u30b7\u30b9\u30c6\u30e0\u306e\u305f\u3081\u306e\u9023\u90a6\u5b66\u7fd2 217<\/li>\n<li>5.1.1.7 \u30b9\u30e2\u30fc\u30eb\u30c7\u30fc\u30bf\u304a\u3088\u3073\u5c11\u6570\u8a66\u884c\u5b66\u7fd2\u30a2\u30d7\u30ed\u30fc\u30c1 218<\/li>\n<\/ul>\n<\/li>\n<li>5.1.2 \u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0 219\n<ul>\n<li>5.1.2.1 \u88fd\u9020\u306b\u304a\u3051\u308b\u7269\u4f53\u691c\u51fa\u304a\u3088\u3073\u5206\u985e 220<\/li>\n<li>5.1.2.2 \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b\u5149\u5b66\u6587\u5b57\u8a8d\u8b58 220<\/li>\n<li>5.1.2.3 \u6b20\u9665\u691c\u51fa\u30b7\u30b9\u30c6\u30e0 221<\/li>\n<li>5.1.2.4 3D\u30d3\u30b8\u30e7\u30f3\u3068\u70b9\u7fa4\u51e6\u7406 222<\/li>\n<li>5.1.2.5 \u30de\u30eb\u30c1\u30b9\u30da\u30af\u30c8\u30eb\u304a\u3088\u3073\u71b1\u753b\u50cf 223<\/li>\n<li>5.1.2.6 \u30d7\u30ed\u30bb\u30b9\u76e3\u8996\u306e\u305f\u3081\u306e\u30d3\u30c7\u30aa\u89e3\u6790 224<\/li>\n<li>5.1.2.7 \u30d3\u30b8\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30ed\u30dc\u30c3\u30c8\u30ac\u30a4\u30c0\u30f3\u30b9 224<\/li>\n<\/ul>\n<\/li>\n<li>5.1.3 \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406 225\n<ul>\n<li>5.1.3.1 \u6587\u66f8\u5206\u6790\u3068\u77e5\u8b58\u62bd\u51fa 226<\/li>\n<li>5.1.3.2 \u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u8a18\u9332\u51e6\u7406 227<\/li>\n<li>5.1.3.3 \u97f3\u58f0\u5236\u5fa1\u306e\u7523\u696d\u7528\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9 228<\/li>\n<li>5.1.3.4 \u30b0\u30ed\u30fc\u30d0\u30eb\u696d\u52d9\u306b\u304a\u3051\u308b\u591a\u8a00\u8a9e\u30b5\u30dd\u30fc\u30c8 228<\/li>\n<li>5.1.3.5 \u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u304b\u3089\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u611f\u60c5\u5206\u6790 229<\/li>\n<li>5.1.3.6 \u6280\u8853\u6587\u66f8\u306e\u751f\u6210 230<\/li>\n<\/ul>\n<\/li>\n<li>5.1.4 \u7570\u5e38\u691c\u77e5\u3068\u4e88\u6e2c\u5206\u6790 231\n<ul>\n<li>5.1.4.1 \u7570\u5e38\u691c\u77e5\u306e\u305f\u3081\u306e\u7d71\u8a08\u7684\u30a2\u30d7\u30ed\u30fc\u30c1 232<\/li>\n<li>5.1.4.2 \u4e88\u6e2c\u306e\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb 233<\/li>\n<li>5.1.4.3 \u6642\u7cfb\u5217\u5206\u6790\u6280\u8853 234<\/li>\n<li>5.1.4.4 \u591a\u5909\u91cf\u7570\u5e38\u691c\u77e5 234<\/li>\n<li>5.1.4.5 \u6839\u672c\u539f\u56e0\u5206\u6790\u306e\u81ea\u52d5\u5316 235<\/li>\n<li>5.1.4.6 \u6b8b\u5b58\u8010\u7528\u5e74\u6570\u4e88\u6e2c\u30e2\u30c7\u30eb 236<\/li>\n<li>5.1.4.7 \u65e9\u671f\u8b66\u5831\u30b7\u30b9\u30c6\u30e0 237<\/li>\n<\/ul>\n<\/li>\n<li>5.1.5 \u6700\u9069\u5316\u306e\u305f\u3081\u306e\u5f37\u5316\u5b66\u7fd2 238\n<ul>\n<li>5.1.5.1 \u30d7\u30ed\u30bb\u30b9\u5236\u5fa1\u306e\u6700\u9069\u5316 239<\/li>\n<li>5.1.5.2 \u30ea\u30bd\u30fc\u30b9\u5272\u308a\u5f53\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 240<\/li>\n<li>5.1.5.3 \u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406\u306e\u6700\u9069\u5316 241<\/li>\n<li>5.1.5.4 \u30ed\u30dc\u30c3\u30c8\u5236\u5fa1\u30b7\u30b9\u30c6\u30e0 242<\/li>\n<li>5.1.5.5 \u5de5\u5834\u8abf\u6574\u306e\u305f\u3081\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0 244<\/li>\n<li>5.1.5.6 \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u74b0\u5883 244<\/li>\n<\/ul>\n<\/li>\n<li>5.1.6 \u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u30c6\u30af\u30ce\u30ed\u30b8\u30fc 245\n<ul>\n<li>5.1.6.1 \u7269\u7406\u30d9\u30fc\u30b9\u306e\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u3068\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3 246<\/li>\n<li>5.1.6.2 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u540c\u671f\u65b9\u6cd5 246<\/li>\n<li>5.1.6.3 \u30de\u30eb\u30c1\u30b9\u30b1\u30fc\u30eb\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u968e\u5c64 247<\/li>\n<li>5.1.6.4 \u4e88\u6e2c\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3 248<\/li>\n<li>5.1.6.5 \u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u74b0\u5883\u3068\u306e\u7d71\u5408 249<\/li>\n<li>5.1.6.6 \u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306e\u53ef\u8996\u5316\u6280\u8853 250<\/li>\n<\/ul>\n<\/li>\n<li>5.1.7 \u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u7523\u696d\u7528AI 250\n<ul>\n<li>5.1.7.1 \u30a8\u30c3\u30b8\u30af\u30e9\u30a6\u30c9\u5354\u8abf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 251<\/li>\n<li>5.1.7.2 \u30e2\u30c7\u30eb\u5727\u7e2e\u6280\u8853 252<\/li>\n<li>5.1.7.3 \u5206\u6563\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0 252<\/li>\n<li>5.1.7.4 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u80fd\u529b 253<\/li>\n<li>5.1.7.5 \u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u7ba1\u7406 254<\/li>\n<li>5.1.7.6 \u30a8\u30c3\u30b8\u306b\u304a\u3051\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc 255<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>5.2 \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a4\u30f3\u30d5\u30e9 256\n<ul>\n<li>5.2.1 \u7523\u696d\u7528IoT\u30c7\u30d0\u30a4\u30b9\u3068\u30bb\u30f3\u30b5\u30fc 257\n<ul>\n<li>5.2.1.1 \u30bb\u30f3\u30b5\u30fc\u306e\u7a2e\u985e\u3068\u7279\u6027 258<\/li>\n<li>5.2.1.2 \u30ef\u30a4\u30e4\u30ec\u30b9\u30bb\u30f3\u30b5\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af 259<\/li>\n<li>5.2.1.3 \u74b0\u5883\u767a\u96fb\u3068\u96fb\u529b\u7ba1\u7406 260<\/li>\n<li>5.2.1.4 \u30bb\u30f3\u30b5\u30fc\u30d5\u30e5\u30fc\u30b8\u30e7\u30f3\u6280\u8853 260<\/li>\n<li>5.2.1.5 \u5206\u6790\u6a5f\u80fd\u5185\u8535\u306e\u30b9\u30de\u30fc\u30c8\u30bb\u30f3\u30b5\u30fc 260<\/li>\n<li>5.2.1.6 \u30bb\u30f3\u30b5\u30fc\u306e\u4fe1\u983c\u6027\u3068\u30ad\u30e3\u30ea\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3 260<\/li>\n<\/ul>\n<\/li>\n<li>5.2.2 \u7523\u696d\u7528\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bGPU\/TPU\u306e\u5c55\u958b 261\n<ul>\n<li>5.2.2.1 \u30aa\u30f3\u30d7\u30ec\u30df\u30b9GPU\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3 262<\/li>\n<li>5.2.2.2 \u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306eGPU\u30ea\u30bd\u30fc\u30b9 262<\/li>\n<li>5.2.2.3 \u7279\u5b9a\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u5411\u3051\u306eTPU\u5b9f\u88c5 262<\/li>\n<li>5.2.2.4 \u8907\u96d1\u306a\u30e2\u30c7\u30eb\u5411\u3051\u306e\u30de\u30eb\u30c1GPU\u30b7\u30b9\u30c6\u30e0 262<\/li>\n<li>5.2.2.5 GPU\u30d5\u30a1\u30fc\u30e0\u306e\u7ba1\u7406 262<\/li>\n<li>5.2.2.6 \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af 262<\/li>\n<\/ul>\n<\/li>\n<li>5.2.3 FPGA\u3068ASIC\u306e\u5b9f\u88c5 263\n<ul>\n<li>5.2.3.1 FPGA\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 263<\/li>\n<li>5.2.3.2 \u7523\u696d\u7528AI\u306e\u305f\u3081\u306eASIC\u958b\u767a 264<\/li>\n<li>5.2.3.3 \u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u306e\u8003\u616e\u4e8b\u9805 264<\/li>\n<li>5.2.3.4 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u80fd\u529b 264<\/li>\n<li>5.2.3.5 \u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3068\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u5171\u540c\u8a2d\u8a08\u30a2\u30d7\u30ed\u30fc\u30c1 264<\/li>\n<li>5.2.3.6 \u518d\u69cb\u6210\u53ef\u80fd\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 265<\/li>\n<\/ul>\n<\/li>\n<li>5.2.4 \u30a8\u30c3\u30b8AI\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 265\n<ul>\n<li>5.2.4.1 \u5805\u7262\u306a\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 266<\/li>\n<li>5.2.4.2 \u7523\u696d\u7528\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9 268<\/li>\n<li>5.2.4.3 \u4f4e\u96fb\u529b\u30a8\u30c3\u30b8\u30d7\u30ed\u30bb\u30c3\u30b5 269<\/li>\n<li>5.2.4.4 \u7d71\u5408\u578b\u30a8\u30c3\u30b8AI\u30b7\u30b9\u30c6\u30e0 270<\/li>\n<li>5.2.4.5 \u30a8\u30c3\u30b8\u306b\u304a\u3051\u308b\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3 272<\/li>\n<li>5.2.4.6 \u71b1\u7ba1\u7406\u3068\u8010\u74b0\u5883\u6027 273<\/li>\n<li>5.2.4.7 \u4f01\u696d 274<\/li>\n<\/ul>\n<\/li>\n<li>5.2.5 \u7523\u696d\u5fdc\u7528\u306b\u304a\u3051\u308b\u30cb\u30e5\u30fc\u30ed\u30e2\u30fc\u30d5\u30a3\u30c3\u30af\u30fb\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 276\n<ul>\n<li>5.2.5.1 \u30b9\u30d1\u30a4\u30ad\u30f3\u30b0\u30fb\u30cb\u30e5\u30fc\u30e9\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30fb\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2 277<\/li>\n<li>5.2.5.2 \u30a4\u30d9\u30f3\u30c8\u30d9\u30fc\u30b9\u306e\u30bb\u30f3\u30b5\u30fc\u3068\u51e6\u7406 279<\/li>\n<li>5.2.5.3 \u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u306e\u5229\u70b9 280<\/li>\n<li>5.2.5.4 \u73fe\u5b9f\u306e\u7523\u696d\u5fdc\u7528 281<\/li>\n<li>5.2.5.5 \u5236\u9650\u4e8b\u9805\u3068\u958b\u767a\u4e0a\u306e\u8ab2\u984c 282<\/li>\n<li>5.2.5.6 \u7523\u696d\u5c55\u958b\u306e\u5c06\u6765\u30ed\u30fc\u30c9\u30de\u30c3\u30d7 282<\/li>\n<li>5.2.5.7 \u4f01\u696d 283<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>5.3 \u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 285\n<ul>\n<li>5.3.1 \u7523\u696d\u7528AI\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af 285\n<ul>\n<li>5.3.1.1 \u7523\u696d\u7528\u306b\u9069\u5fdc\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af 287<\/li>\n<li>5.3.1.2 \u5546\u7528\u7523\u696d\u7528AI\u958b\u767a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 287<\/li>\n<li>5.3.1.3 \u696d\u754c\u56fa\u6709\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u62e1\u5f35 289<\/li>\n<li>5.3.1.4 \u4f4e\u30b3\u30fc\u30c9\/\u30ce\u30fc\u30b3\u30fc\u30c9\u7523\u696d\u7528AI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 289<\/li>\n<li>5.3.1.5 \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u30a2\u30d7\u30ed\u30fc\u30c1 290<\/li>\n<li>5.3.1.6 \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u9078\u629e\u57fa\u6e96 291<\/li>\n<\/ul>\n<\/li>\n<li>5.3.2 \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b MLOps 291\n<ul>\n<li>5.3.2.1 \u30e2\u30c7\u30eb\u958b\u767a\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb\u7ba1\u7406 293<\/li>\n<li>5.3.2.2 \u7d99\u7d9a\u7684\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8 294<\/li>\n<li>5.3.2.3 \u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3068\u30ac\u30d0\u30ca\u30f3\u30b9 295<\/li>\n<li>5.3.2.4 \u30e2\u30c7\u30eb\u306e\u81ea\u52d5\u30c6\u30b9\u30c8\u3068\u691c\u8a3c 296<\/li>\n<li>5.3.2.5 \u5b9f\u7a3c\u50cd\u30e2\u30c7\u30eb\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0 298<\/li>\n<li>5.3.2.6 \u30e2\u30c7\u30eb\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u7ba1\u7406 298<\/li>\n<li>5.3.2.7 \u7523\u696d\u7528 MLOps \u306e\u30d9\u30b9\u30c8\u30d7\u30e9\u30af\u30c6\u30a3\u30b9 300<\/li>\n<\/ul>\n<\/li>\n<li>5.3.3 AI \u30e2\u30c7\u30eb\u306e\u5c55\u958b\u3068\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 301\n<ul>\n<li>5.3.3.1 \u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u5c55\u958b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 302<\/li>\n<li>5.3.3.2 \u30af\u30e9\u30a6\u30c9\u5c55\u958b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 303<\/li>\n<li>5.3.3.3 \u30a8\u30c3\u30b8\u5c55\u958b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af 304<\/li>\n<li>5.3.3.4 \u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u5c55\u958b\u30e2\u30c7\u30eb 305<\/li>\n<li>5.3.3.5 \u30e2\u30c7\u30eb\u63d0\u4f9b\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3 306<\/li>\n<li>5.3.3.6 \u30b3\u30f3\u30c6\u30ca\u5316\u3068\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3 307<\/li>\n<li>5.3.3.7 \u30e2\u30c7\u30eb\u66f4\u65b0\u3068\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u6226\u7565 308<\/li>\n<\/ul>\n<\/li>\n<li>5.3.4 \u7523\u696d\u7528\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3068\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 309\n<ul>\n<li>5.3.4.1 \u7523\u696d\u7528\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 310<\/li>\n<li>5.3.4.2 \u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u7ba1\u7406 311<\/li>\n<li>5.3.4.3 \u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u51e6\u7406 312<\/li>\n<li>5.3.4.4 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u6a5f\u80fd 313<\/li>\n<li>5.3.4.5 \u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u304a\u3088\u3073\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u6a5f\u80fd 314<\/li>\n<li>5.3.4.6 \u30c7\u30fc\u30bf\u54c1\u8cea\u7ba1\u7406 316<\/li>\n<li>5.3.4.7 \u904b\u7528\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408 317<\/li>\n<\/ul>\n<\/li>\n<li>5.3.5 \u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408 318\n<ul>\n<li>5.3.5.1 OT\/IT \u7d71\u5408\u30a2\u30d7\u30ed\u30fc\u30c1 320<\/li>\n<li>5.3.5.2 \u7523\u696d\u7528\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u306e\u63a5\u7d9a\u6027 321<\/li>\n<li>5.3.5.3 \u30ec\u30ac\u30b7\u30fc\u30c7\u30fc\u30bf\u306e\u62bd\u51fa\u3068\u5909\u63db 322<\/li>\n<li>5.3.5.4 \u30ec\u30c8\u30ed\u30d5\u30a3\u30c3\u30c8\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 323<\/li>\n<li>5.3.5.5 \u30df\u30c9\u30eb\u30a6\u30a7\u30a2\u3068API\u306e\u7ba1\u7406 324<\/li>\n<li>5.3.5.6 \u30d6\u30e9\u30a6\u30f3\u30d5\u30a3\u30fc\u30eb\u30c9\u5b9f\u88c5\u6226\u7565 325<\/li>\n<li>5.3.5.7 \u30ec\u30ac\u30b7\u30fc\u7d71\u5408\u306b\u304a\u3051\u308b\u30ea\u30b9\u30af\u8efd\u6e1b 326<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><b>6 \u30a8\u30f3\u30c9\u30e6\u30fc\u30ba\u5e02\u5834 326<\/b><\/h4>\n<ul>\n<li>6.1 \u88fd\u9020 326\n<ul>\n<li>6.1.1 \u30b9\u30de\u30fc\u30c8\u5de5\u5834\u3068\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u306e\u5c0e\u5165 327\n<ul>\n<li>6.1.1.1 \u30b3\u30cd\u30af\u30c6\u30c3\u30c9\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3 328<\/li>\n<li>6.1.1.2 AI\u4e3b\u5c0e\u306e\u751f\u7523\u8a08\u753b 329<\/li>\n<li>6.1.1.3 \u81ea\u5f8b\u578b\u751f\u7523\u30b7\u30b9\u30c6\u30e0 329<\/li>\n<li>6.1.1.4 \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30de\u30b7\u30f3\u30fb\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb 331<\/li>\n<li>6.1.1.5 \u30c7\u30b8\u30bf\u30eb\u30b9\u30ec\u30c3\u30c9\u306e\u5b9f\u88c5 331<\/li>\n<li>6.1.1.6 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5de5\u5834\u5206\u6790 332<\/li>\n<li>6.1.1.7 \u30b9\u30de\u30fc\u30c8\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u306eROI\u5206\u6790 333<\/li>\n<\/ul>\n<\/li>\n<li>6.1.2 \u54c1\u8cea\u7ba1\u7406\u3068\u6b20\u9665\u691c\u51fa\u306b\u304a\u3051\u308bAI 334\n<ul>\n<li>6.1.2.1 \u8996\u899a\u691c\u67fb\u30b7\u30b9\u30c6\u30e0 336<\/li>\n<li>6.1.2.2 \u97f3\u97ff\u7570\u5e38\u691c\u51fa 337<\/li>\n<li>6.1.2.3 \u30de\u30eb\u30c1\u30bb\u30f3\u30b5\u30fc\u54c1\u8cea\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0 338<\/li>\n<li>6.1.2.4 \u30a4\u30f3\u30e9\u30a4\u30f3\u691c\u67fb\u3068\u6700\u7d42\u691c\u67fb 339<\/li>\n<li>6.1.2.5 \u8907\u96d1\u306a\u6b20\u9665\u691c\u51fa\u306e\u305f\u3081\u306e\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0 340<\/li>\n<li>6.1.2.6 \u81ea\u52d5\u5316\u3055\u308c\u305f\u54c1\u8cea\u5831\u544a\u30b7\u30b9\u30c6\u30e0 341<\/li>\n<li>6.1.2.7 \u54c1\u8cea\u30b3\u30b9\u30c8\u524a\u6e1b\u306e\u6307\u6a19 342<\/li>\n<\/ul>\n<\/li>\n<li>6.1.3 \u4e88\u6e2c\u4fdd\u5168\u30b7\u30b9\u30c6\u30e0 343\n<ul>\n<li>6.1.3.1 \u72b6\u614b\u76e3\u8996\u30a2\u30d7\u30ed\u30fc\u30c1 344<\/li>\n<li>6.1.3.2 \u6545\u969c\u4e88\u6e2c\u30e2\u30c7\u30eb 345<\/li>\n<li>6.1.3.3 \u6700\u9069\u306a\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0 346<\/li>\n<li>6.1.3.4 \u30b9\u30da\u30a2\u30d1\u30fc\u30c4\u5728\u5eab\u306e\u6700\u9069\u5316 348<\/li>\n<li>6.1.3.5 CMMS\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408 349<\/li>\n<li>6.1.3.6 \u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u77e5\u8b58\u7ba1\u7406 349<\/li>\n<li>6.1.3.7 \u4e88\u6e2c\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306eROI\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3 350<\/li>\n<\/ul>\n<\/li>\n<li>6.1.4 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316 351\n<ul>\n<li>6.1.4.1 \u9700\u8981\u4e88\u6e2c\u30e2\u30c7\u30eb 351<\/li>\n<li>6.1.4.2 \u5728\u5eab\u306e\u6700\u9069\u5316 352<\/li>\n<li>6.1.4.3 \u30b5\u30d7\u30e9\u30a4\u30e4\u30fc\u30ea\u30b9\u30af\u7ba1\u7406 353<\/li>\n<li>6.1.4.4 \u7269\u6d41\u30eb\u30fc\u30c8\u306e\u6700\u9069\u5316 354<\/li>\n<li>6.1.4.5 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u53ef\u8996\u5316\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 354<\/li>\n<li>6.1.4.6 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u30fb\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3 355<\/li>\n<li>6.1.4.7 \u30ec\u30b8\u30ea\u30a8\u30f3\u30b9\u5f37\u5316\u6226\u7565 356<\/li>\n<\/ul>\n<\/li>\n<li>6.1.5 \u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316\u3068\u7ba1\u7406 356\n<ul>\n<li>6.1.5.1 \u7d71\u8a08\u7684\u30d7\u30ed\u30bb\u30b9\u7ba1\u7406\u306e\u5f37\u5316 357<\/li>\n<li>6.1.5.2 \u9069\u5fdc\u578b\u30d7\u30ed\u30bb\u30b9\u5236\u5fa1\u30b7\u30b9\u30c6\u30e0 358<\/li>\n<li>6.1.5.3 \u591a\u5909\u6570\u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316 358<\/li>\n<li>6.1.5.4 \u30a8\u30cd\u30eb\u30ae\u30fc\u52b9\u7387\u6700\u9069\u5316 359<\/li>\n<li>6.1.5.5 \u6b69\u7559\u307e\u308a\u5411\u4e0a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 360<\/li>\n<li>6.1.5.6 \u6750\u6599\u6d88\u8cbb\u524a\u6e1b 360<\/li>\n<li>6.1.5.7 \u30d7\u30ed\u30bb\u30b9\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3 361<\/li>\n<\/ul>\n<\/li>\n<li>6.1.6 \u4e8b\u4f8b\u7814\u7a76\uff1a\u88fd\u9020\u696d\u306b\u304a\u3051\u308bAI\u5c0e\u5165\u306e\u6210\u529f\u4e8b\u4f8b 362\n<ul>\n<li>6.1.6.1 \u81ea\u52d5\u8eca\u7523\u696d\u306b\u304a\u3051\u308b\u5fdc\u7528 362<\/li>\n<li>6.1.6.2 \u96fb\u5b50\u6a5f\u5668\u88fd\u9020\u306b\u304a\u3051\u308b\u5fdc\u7528 363<\/li>\n<li>6.1.6.3 \u7523\u696d\u7528\u6a5f\u5668\u88fd\u9020 364<\/li>\n<li>6.1.6.4 \u6d88\u8cbb\u8ca1\u88fd\u9020 365<\/li>\n<li>6.1.6.5 \u822a\u7a7a\u5b87\u5b99\u7523\u696d\u88fd\u9020 366<\/li>\n<li>6.1.6.6 \u696d\u7a2e\u6a2a\u65ad\u7684\u306a\u6210\u529f\u30d1\u30bf\u30fc\u30f3 368<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>6.2 \u30a8\u30cd\u30eb\u30ae\u30fc\u304a\u3088\u3073\u516c\u76ca\u4e8b\u696d 369\n<ul>\n<li>6.2.1 \u30b9\u30de\u30fc\u30c8\u30b0\u30ea\u30c3\u30c9\u7ba1\u7406 369\n<ul>\n<li>6.2.1.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 370<\/li>\n<li>6.2.1.2 \u5b9f\u88c5\u30e2\u30c7\u30eb\u3068\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 371<\/li>\n<li>6.2.1.3 \u9ad8\u5ea6\u306a\u5206\u6790\u306e\u7d71\u5408\u30dd\u30a4\u30f3\u30c8 372<\/li>\n<li>6.2.1.4 \u904b\u7528\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8\u5206\u6790 372<\/li>\n<li>6.2.1.5 \u5b9f\u88c5\u4e0a\u306e\u8ab2\u984c\u3068\u89e3\u6c7a\u7b56 372<\/li>\n<li>6.2.1.6 \u4eca\u5f8c\u306e\u958b\u767a\u30ed\u30fc\u30c9\u30de\u30c3\u30d7 373<\/li>\n<\/ul>\n<\/li>\n<li>6.2.2 \u30a8\u30cd\u30eb\u30ae\u30fc\u6d88\u8cbb\u306e\u6700\u9069\u5316 375\n<ul>\n<li>6.2.2.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 376<\/li>\n<li>6.2.2.2 \u5b9f\u88c5\u30e2\u30c7\u30eb\u3068\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 376<\/li>\n<li>6.2.2.3 \u9ad8\u5ea6\u5206\u6790\u306e\u7d71\u5408\u30dd\u30a4\u30f3\u30c8 377<\/li>\n<li>6.2.2.4 \u904b\u7528\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8\u5206\u6790 378<\/li>\n<li>6.2.2.5 \u5b9f\u88c5\u306e\u8ab2\u984c\u3068\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 379<\/li>\n<\/ul>\n<\/li>\n<li>6.2.3 \u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u904b\u7528\u306b\u304a\u3051\u308bAI 381\n<ul>\n<li>6.2.3.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 381<\/li>\n<li>6.2.3.2 \u5b9f\u88c5\u30e2\u30c7\u30eb\u3068\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 382<\/li>\n<li>6.2.3.3 \u5148\u9032\u5206\u6790\u306e\u7d71\u5408\u30dd\u30a4\u30f3\u30c8 383<\/li>\n<li>6.2.3.4 \u904b\u7528\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8\u5206\u6790 384<\/li>\n<li>6.2.3.5 \u5b9f\u88c5\u306e\u8ab2\u984c\u3068\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 385<\/li>\n<li>6.2.3.6 \u4eca\u5f8c\u306e\u958b\u767a\u30ed\u30fc\u30c9\u30de\u30c3\u30d7 386<\/li>\n<\/ul>\n<\/li>\n<li>6.2.4 \u767a\u96fb\u306b\u304a\u3051\u308b\u4e88\u6e2c\u4fdd\u5168 388\n<ul>\n<li>6.2.4.1 \u6280\u8853\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 389<\/li>\n<li>6.2.4.2 \u5b9f\u88c5\u30e2\u30c7\u30eb\u3068\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 390<\/li>\n<li>6.2.4.3 \u9ad8\u5ea6\u5206\u6790\u306e\u7d71\u5408\u30dd\u30a4\u30f3\u30c8 391<\/li>\n<li>6.2.4.4 \u904b\u7528\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8\u5206\u6790 392<\/li>\n<li>6.2.4.5 \u5b9f\u88c5\u4e0a\u306e\u8ab2\u984c\u3068\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 393<\/li>\n<li>6.2.4.6 \u4eca\u5f8c\u306e\u958b\u767a\u30ed\u30fc\u30c9\u30de\u30c3\u30d7 394<\/li>\n<\/ul>\n<\/li>\n<li>6.2.5 \u77f3\u6cb9\u30fb\u30ac\u30b9\u63a2\u67fb\u304a\u3088\u3073\u751f\u7523 395\n<ul>\n<li>6.2.5.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 396<\/li>\n<li>6.2.5.2 \u5b9f\u88c5\u30e2\u30c7\u30eb\u3068\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 397<\/li>\n<li>6.2.5.3 \u5148\u9032\u5206\u6790\u306e\u7d71\u5408\u30dd\u30a4\u30f3\u30c8 398<\/li>\n<li>6.2.5.4 \u904b\u7528\u4e0a\u306e\u30e1\u30ea\u30c3\u30c8\u5206\u6790 399<\/li>\n<li>6.2.5.5 \u5b9f\u88c5\u4e0a\u306e\u8ab2\u984c\u3068\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 400<\/li>\n<li>6.2.5.6 \u4eca\u5f8c\u306e\u958b\u767a\u30ed\u30fc\u30c9\u30de\u30c3\u30d7 401<\/li>\n<\/ul>\n<\/li>\n<li>6.2.6 \u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\uff1a\u30a8\u30cd\u30eb\u30ae\u30fc\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u5fdc\u7528 402\n<ul>\n<li>6.2.6.1 \u96fb\u529b\u4f1a\u793e\u306e\u5b9f\u88c5 403<\/li>\n<li>6.2.6.2 \u5929\u7136\u30ac\u30b9\u6d41\u901a\u3078\u306e\u5fdc\u7528 404<\/li>\n<li>6.2.6.3 \u7dcf\u5408\u30a8\u30cd\u30eb\u30ae\u30fc\u4f01\u696d\u306e\u5c55\u958b 405<\/li>\n<li>6.2.6.4 \u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u4f9b\u7d66\u696d\u8005\u306e\u4e8b\u4f8b 406<\/li>\n<li>6.2.6.5 \u77f3\u6cb9\u30fb\u30ac\u30b9\u696d\u754c\u3067\u306e\u5fdc\u7528 407<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>6.3 \u8f38\u9001\u304a\u3088\u3073\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9 408\n<ul>\n<li>6.3.1 \u8eca\u4e21\u7ba1\u7406\u304a\u3088\u3073\u30eb\u30fc\u30c8\u6700\u9069\u5316 408\n<ul>\n<li>6.3.1.1 \u8907\u6570\u306e\u5236\u7d04\u6761\u4ef6\u3092\u8003\u616e\u3057\u305f\u6700\u9069\u5316\u30a2\u30d7\u30ed\u30fc\u30c1 409<\/li>\n<li>6.3.1.2 \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u8abf\u6574\u30b7\u30b9\u30c6\u30e0 410<\/li>\n<li>6.3.1.3 \u5916\u90e8\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u306e\u7d71\u5408 411<\/li>\n<li>6.3.1.4 \u4eca\u5f8c\u306e\u6a5f\u80fd\u958b\u767a 412<\/li>\n<\/ul>\n<\/li>\n<li>6.3.2 \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b\u81ea\u5f8b\u8d70\u884c\u8eca\u4e21 412\n<ul>\n<li>6.3.2.1 \u81ea\u5f8b\u8a98\u5c0e\u8eca\u4e21 413<\/li>\n<li>6.3.2.2 \u81ea\u52d5\u904b\u8ee2\u30c8\u30e9\u30c3\u30af\u304a\u3088\u3073\u5927\u578b\u8eca\u4e21 414<\/li>\n<li>6.3.2.3 \u30bb\u30f3\u30b5\u30fc\u304a\u3088\u3073\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3 415<\/li>\n<li>6.3.2.4 \u5b89\u5168\u304a\u3088\u3073\u898f\u5236\u306b\u95a2\u3059\u308b\u8003\u616e\u4e8b\u9805 416<\/li>\n<li>6.3.2.5 \u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30aa\u30fc\u30c8\u30ce\u30de\u30b9\u30b7\u30b9\u30c6\u30e0\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9 417<\/li>\n<li>6.3.2.6 \u5b9f\u88c5\u30ed\u30fc\u30c9\u30de\u30c3\u30d7 418<\/li>\n<\/ul>\n<\/li>\n<li>6.3.3 \u5009\u5eab\u306e\u81ea\u52d5\u5316\u304a\u3088\u3073\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66 420\n<ul>\n<li>6.3.3.1 AI\u99c6\u52d5\u578b\u30d4\u30c3\u30ad\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0 421<\/li>\n<li>6.3.3.2 \u5728\u5eab\u7ba1\u7406\u306e\u81ea\u52d5\u5316 422<\/li>\n<li>6.3.3.3 \u30ed\u30dc\u30c3\u30c8\u306b\u3088\u308b\u30d7\u30ed\u30bb\u30b9\u81ea\u52d5\u5316 423<\/li>\n<li>6.3.3.4 \u5009\u5eab\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u6700\u9069\u5316 424<\/li>\n<li>6.3.3.5 \u4eba\u9593\u3068\u30ed\u30dc\u30c3\u30c8\u306e\u5354\u50cd\u30e2\u30c7\u30eb 426<\/li>\n<\/ul>\n<\/li>\n<li>6.3.4 \u7269\u6d41\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u9069\u5316 427\n<ul>\n<li>6.3.4.1 \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u8a08\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0 428<\/li>\n<li>6.3.4.2 \u591a\u6bb5\u968e\u5728\u5eab\u6700\u9069\u5316 430<\/li>\n<li>6.3.4.3 \u52d5\u7684\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u518d\u69cb\u6210 431<\/li>\n<li>6.3.4.4 \u30ea\u30b9\u30af\u7ba1\u7406\u30e2\u30c7\u30eb 432<\/li>\n<li>6.3.4.5 \u6301\u7d9a\u53ef\u80fd\u6027\u306e\u6700\u9069\u5316\u30a2\u30d7\u30ed\u30fc\u30c1 433<\/li>\n<li>6.3.4.6 \u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306e\u5fdc\u7528 434<\/li>\n<\/ul>\n<\/li>\n<li>6.3.5 \u8f38\u9001\u8cc7\u7523\u306e\u4e88\u6e2c\u4fdd\u5168 435\n<ul>\n<li>6.3.5.1 \u8eca\u4e21\u306e\u5065\u5168\u6027\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0 435<\/li>\n<li>6.3.5.2 \u6b8b\u5b58\u8010\u7528\u5e74\u6570\u4e88\u6e2c 436<\/li>\n<li>6.3.5.3 \u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u306e\u6700\u9069\u5316 437<\/li>\n<li>6.3.5.4 \u30b9\u30da\u30a2\u30d1\u30fc\u30c4\u306e\u5728\u5eab\u7ba1\u7406 438<\/li>\n<li>6.3.5.5 \u30b3\u30b9\u30c8\u524a\u6e1b\u306e\u6307\u6a19 439<\/li>\n<li>6.3.5.6 \u5c0e\u5165\u306e\u8ab2\u984c 440<\/li>\n<li>6.3.5.7 \u4e8b\u4f8b\u7814\u7a76\uff1a\u8f38\u9001\u304a\u3088\u3073\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u306eAI\u5c0e\u5165 441\n<ul>\n<li>6.3.5.7.1 \u8ca8\u7269\u8f38\u9001\u4f1a\u793e 441<\/li>\n<li>6.3.5.7.2 \u5b85\u914d\u30b5\u30fc\u30d3\u30b9 442<\/li>\n<li>6.3.5.7.3 \u30b5\u30fc\u30c9\u30d1\u30fc\u30c6\u30a3\u30fb\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u30fb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc 443<\/li>\n<li>6.3.5.7.4 \u516c\u5171\u4ea4\u901a\u6a5f\u95a2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 444<\/li>\n<li>6.3.5.7.5 \u6e2f\u6e7e\u304a\u3088\u3073\u30bf\u30fc\u30df\u30ca\u30eb\u696d\u52d9 445<\/li>\n<li>6.3.5.7.6 \u5b9f\u88c5\u304b\u3089\u5f97\u3089\u308c\u305f\u6559\u8a13 445<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>6.4 \u533b\u7642\u304a\u3088\u3073\u88fd\u85ac 446\n<ul>\n<li>6.4.1 \u5275\u85ac\u3068\u533b\u85ac\u54c1\u958b\u767a\u306b\u304a\u3051\u308bAI 447<\/li>\n<li>6.4.2 \u88fd\u9020\u5de5\u7a0b\u306e\u6700\u9069\u5316 448<\/li>\n<li>6.4.3 \u533b\u85ac\u54c1\u751f\u7523\u306b\u304a\u3051\u308b\u54c1\u8cea\u7ba1\u7406 449<\/li>\n<li>6.4.4 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406 450<\/li>\n<li>6.4.5 \u4e8b\u4f8b\u7814\u7a76\uff1a\u30d8\u30eb\u30b9\u30b1\u30a2\u696d\u754c\u306b\u304a\u3051\u308bAI\u306e\u5fdc\u7528 452<\/li>\n<\/ul>\n<\/li>\n<li>6.5 \u5316\u5b66\u3068\u6750\u6599 454\n<ul>\n<li>6.5.1 \u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316\u3068\u5236\u5fa1 454<\/li>\n<li>6.5.2 \u54c1\u8cea\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0 455<\/li>\n<li>6.5.3 \u7814\u7a76\u958b\u767a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 456<\/li>\n<li>6.5.4 \u4e88\u6e2c\u4fdd\u5168\u3068\u8cc7\u7523\u7ba1\u7406 457<\/li>\n<li>6.5.5 \u4e8b\u4f8b\u7814\u7a76\uff1a\u5316\u5b66\u696d\u754c\u306b\u304a\u3051\u308bAI\u306e\u5fdc\u7528 458<\/li>\n<\/ul>\n<\/li>\n<li>6.6 \u9271\u696d\u3068\u91d1\u5c5e 459\n<ul>\n<li>6.6.1 \u63a2\u67fb\u3068\u8cc7\u6e90\u63a8\u5b9a 459<\/li>\n<li>6.6.2 \u81ea\u5f8b\u578b\u63a1\u6398\u4f5c\u696d 460<\/li>\n<li>6.6.3 \u30d7\u30ed\u30bb\u30b9\u5236\u5fa1\u3068\u6700\u9069\u5316 461<\/li>\n<li>6.6.4 \u63a1\u6398\u8a2d\u5099\u306e\u4e88\u6e2c\u4fdd\u5168 462<\/li>\n<li>6.6.5 \u5b89\u5168\u3068\u74b0\u5883\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0 463<\/li>\n<li>6.6.6 \u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\uff1a\u9271\u696d\u5206\u91ce\u306b\u304a\u3051\u308bAI\u306e\u5fdc\u7528 464<\/li>\n<\/ul>\n<\/li>\n<li>6.7 \u8fb2\u696d\u304a\u3088\u3073\u98df\u54c1\u52a0\u5de5 465\n<ul>\n<li>6.7.1 \u7cbe\u5bc6\u8fb2\u696d\u304a\u3088\u3073\u8fb2\u5834\u7ba1\u7406 465<\/li>\n<li>6.7.2 \u98df\u54c1\u52a0\u5de5\u306e\u81ea\u52d5\u5316 466<\/li>\n<li>6.7.3 \u54c1\u8cea\u7ba1\u7406\u304a\u3088\u3073\u7b49\u7d1a\u4ed8\u3051\u30b7\u30b9\u30c6\u30e0 467<\/li>\n<li>6.7.4 \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u306e\u6700\u9069\u5316 468<\/li>\n<li>6.7.5 \u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\uff1a\u8fb2\u696d\u304a\u3088\u3073\u98df\u54c1\u7523\u696d\u306b\u304a\u3051\u308bAI\u306e\u5fdc\u7528 469<\/li>\n<\/ul>\n<\/li>\n<li>6.8 \u305d\u306e\u4ed6\u306e\u7523\u696d\u5206\u91ce 472\n<ul>\n<li>6.8.1 \u822a\u7a7a\u5b87\u5b99\u304a\u3088\u3073\u9632\u885b 472<\/li>\n<li>6.8.2 \u5efa\u8a2d\u304a\u3088\u3073\u30a4\u30f3\u30d5\u30e9 473<\/li>\n<li>6.8.3 \u7e4a\u7dad\u304a\u3088\u3073\u30a2\u30d1\u30ec\u30eb 474<\/li>\n<li>6.8.4 \u30d1\u30eb\u30d7\u30fb\u88fd\u7d19 476<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><b>7 \u5e02\u5834\u306e\u63a8\u9032\u8981\u56e0\u3001\u8ab2\u984c\u3001\u6a5f\u4f1a 478<\/b><\/h4>\n<ul>\n<li>7.1 \u5e02\u5834\u306e\u63a8\u9032\u8981\u56e0 478\n<ul>\n<li>7.1.1 \u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u30a4\u30cb\u30b7\u30a2\u30c6\u30a3\u30d6\u3068\u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3 478\n<ul>\n<li>7.1.1.1 \u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u30a4\u30f3\u30c0\u30b9\u30c8\u30ea\u30fc4.0\u30d7\u30ed\u30b0\u30e9\u30e0 479<\/li>\n<li>7.1.1.2 \u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u306e\u6210\u719f\u5ea6\u9032\u5316 480<\/li>\n<li>7.1.1.3 \u30b9\u30de\u30fc\u30c8\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u306e\u5c55\u958b 480<\/li>\n<li>7.1.1.4 \u30c7\u30b8\u30bf\u30eb\u30b9\u30ec\u30c3\u30c9\u306e\u5b9f\u88c5 481<\/li>\n<li>7.1.1.5 \u30c7\u30b8\u30bf\u30eb\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30e1\u30fc\u30b7\u30e7\u30f3\u306eROI\u306e\u6839\u62e0 483<\/li>\n<\/ul>\n<\/li>\n<li>7.1.2 \u30b3\u30b9\u30c8\u524a\u6e1b\u3068\u696d\u52d9\u52b9\u7387\u5316\u306e\u30d7\u30ec\u30c3\u30b7\u30e3\u30fc 484\n<ul>\n<li>7.1.2.1 \u904b\u7528\u30b3\u30b9\u30c8\u69cb\u9020\u306e\u8ab2\u984c 485<\/li>\n<li>7.1.2.2 \u8cc7\u7523\u6d3b\u7528\u306e\u6700\u9069\u5316\u306e\u5fc5\u8981\u6027 486<\/li>\n<li>7.1.2.3 \u30d7\u30ed\u30bb\u30b9\u52b9\u7387\u6539\u5584\u306e\u5fc5\u8981\u6027 488<\/li>\n<li>7.1.2.4 AI\u4e3b\u5c0e\u306e\u52b9\u7387\u5316\u306e\u6a5f\u4f1a 489<\/li>\n<\/ul>\n<\/li>\n<li>7.1.3 \u54c1\u8cea\u3068\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6 490\n<ul>\n<li>7.1.3.1 \u9032\u5316\u3059\u308b\u9867\u5ba2\u306e\u54c1\u8cea\u306b\u5bfe\u3059\u308b\u671f\u5f85 491<\/li>\n<li>7.1.3.2 \u898f\u5236\u9806\u5b88\u306e\u62e1\u5927 492<\/li>\n<li>7.1.3.3 \u30ea\u30b9\u30af\u7ba1\u7406\u306e\u5fc5\u8981\u6027 493<\/li>\n<li>7.1.3.4 \u6587\u66f8\u304a\u3088\u3073\u30ca\u30ec\u30c3\u30b8\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u8ab2\u984c 494<\/li>\n<li>7.1.3.5 AI\u3092\u6d3b\u7528\u3057\u305f\u54c1\u8cea\u304a\u3088\u3073\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3 495<\/li>\n<\/ul>\n<\/li>\n<li>7.1.4 \u52b4\u50cd\u529b\u4e0d\u8db3\u3068\u30b9\u30ad\u30eb\u30ae\u30e3\u30c3\u30d7 496\n<ul>\n<li>7.1.4.1 \u7523\u696d\u52b4\u50cd\u5e02\u5834\u306e\u5206\u6790 496<\/li>\n<li>7.1.4.2 \u6280\u8853\u30b9\u30ad\u30eb\u306e\u9032\u5316 497<\/li>\n<li>7.1.4.3 \u77e5\u8b58\u79fb\u8ee2\u306e\u8ab2\u984c 498<\/li>\n<li>7.1.4.4 \u52b4\u50cd\u529b\u306e\u751f\u7523\u6027\u5411\u4e0a\u306e\u5fc5\u8981\u6027 499<\/li>\n<li>7.1.4.5 \u52b4\u50cd\u529b\u5897\u5f37\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u3057\u3066\u306eAI 500<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>7.2 \u5e02\u5834\u306e\u8ab2\u984c 501\n<ul>\n<li>7.2.1 \u9ad8\u3044\u5c0e\u5165\u30b3\u30b9\u30c8 501\n<ul>\n<li>7.2.1.1 \u521d\u671f\u6295\u8cc7\u8981\u4ef6\u306e\u5206\u6790 502<\/li>\n<li>7.2.1.2 \u904b\u7528\u30b3\u30b9\u30c8\u306e\u8003\u5bdf 503<\/li>\n<li>7.2.1.3 \u6295\u8cc7\u53ce\u76ca\u7387\u306e\u8ab2\u984c 504<\/li>\n<li>7.2.1.4 \u8cc7\u672c\u914d\u5206\u306e\u5236\u7d04 505<\/li>\n<li>7.2.1.5 \u30b3\u30b9\u30c8\u524a\u6e1b\u6226\u7565 506<\/li>\n<\/ul>\n<\/li>\n<li>7.2.2 \u30c7\u30fc\u30bf\u54c1\u8cea\u3068\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3\u306e\u554f\u984c 507\n<ul>\n<li>7.2.2.1 \u7523\u696d\u30c7\u30fc\u30bf\u306e\u53ef\u7528\u6027\u306e\u8ab2\u984c 508<\/li>\n<li>7.2.2.2 \u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u554f\u984c 510<\/li>\n<li>7.2.2.3 \u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u8ab2\u984c 511<\/li>\n<li>7.2.2.4 \u30c7\u30fc\u30bf\u30a4\u30f3\u30d5\u30e9\u306e\u9650\u754c 512<\/li>\n<li>7.2.2.5 \u7523\u696d\u7528AI\u30c7\u30fc\u30bf\u306e\u8ab2\u984c 513<\/li>\n<\/ul>\n<\/li>\n<li>7.2.3 \u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408 514\n<ul>\n<li>7.2.3.1 \u7523\u696d\u7528\u30ec\u30ac\u30b7\u30fc\u6280\u8853\u306e\u6982\u89b3 514<\/li>\n<li>7.2.3.2 \u63a5\u7d9a\u6027\u3068\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u8ab2\u984c 515<\/li>\n<li>7.2.3.3 OT\/IT\u7d71\u5408\u306e\u969c\u58c1 516<\/li>\n<li>7.2.3.4 \u30b7\u30b9\u30c6\u30e0\u4fe1\u983c\u6027\u3068\u53ef\u7528\u6027\u306e\u8981\u4ef6 517<\/li>\n<li>7.2.3.5 \u7d71\u5408\u6226\u7565\u3068\u30a2\u30d7\u30ed\u30fc\u30c1 518<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><b>8 \u898f\u5236\u3068\u6a19\u6e96\u5316\u306e\u6982\u89b3 519<\/b><\/h4>\n<ul>\n<li>8.1 \u5317\u7c73 520\n<ul>\n<li>8.1.1 \u7c73\u56fd\u306e\u898f\u5236\u74b0\u5883 520<\/li>\n<\/ul>\n<\/li>\n<li>8.2 \u6b27\u5dde 522\n<ul>\n<li>8.2.1 \u6b27\u5dde\u9023\u5408\uff08EU\uff09\u306eAI\u898f\u5236 522<\/li>\n<li>8.2.2 GDPR\u3068AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3 522<\/li>\n<\/ul>\n<\/li>\n<li>8.3 \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u5730\u57df 524<\/li>\n<\/ul>\n<h4><b>9 \u5e02\u5834\u4e88\u6e2c\u3068\u5c55\u671b 526<\/b><\/h4>\n<ul>\n<li>9.1 \u5e02\u5834\u4e88\u6e2c\uff082025\u5e74\uff5e2045\u5e74\uff09 526\n<ul>\n<li>9.1.1 \u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u5225 526<\/li>\n<li>9.1.2 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5225 527<\/li>\n<li>9.1.3 \u696d\u7a2e\u5225 528<\/li>\n<li>9.1.4 \u5730\u57df\u5225 529<\/li>\n<\/ul>\n<\/li>\n<li>9.2 \u65b0\u8208\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30c8\u30ec\u30f3\u30c9 531\n<ul>\n<li>9.2.1 \u7523\u696d\u7528\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5411\u3051\u306e\u8aac\u660e\u53ef\u80fd\u306aAI 531<\/li>\n<li>9.2.2 \u7523\u696d\u7528\u5236\u5fa1\u5411\u3051\u306e\u30cb\u30e5\u30fc\u30ed\u30e2\u30fc\u30d5\u30a3\u30c3\u30af\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0 531<\/li>\n<li>9.2.3 \u7523\u696d\u7528AI\u306b\u304a\u3051\u308b\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u5fdc\u7528 532<\/li>\n<li>9.2.4 \u81ea\u5df1\u5b66\u7fd2\u3068\u81ea\u5f8b\u30b7\u30b9\u30c6\u30e0 532<\/li>\n<li>9.2.5 \u4eba\u9593\u3068AI\u306e\u5354\u50cd\u30e2\u30c7\u30eb 532<\/li>\n<\/ul>\n<\/li>\n<li>9.3 \u4eca\u5f8c\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u5fdc\u7528 533\n<ul>\n<li>9.3.1 \u5b8c\u5168\u81ea\u5f8b\u578b\u5de5\u5834 533<\/li>\n<li>9.3.2 \u9589\u30eb\u30fc\u30d7\u578b\u88fd\u54c1\u30e9\u30a4\u30d5\u30b5\u30a4\u30af\u30eb 534<\/li>\n<li>9.3.3 \u696d\u754c\u6a2a\u65ad\u578bAI\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 534<\/li>\n<li>9.3.4 \u6301\u7d9a\u53ef\u80fd\u304b\u3064\u518d\u751f\u53ef\u80fd\u306a\u88fd\u9020 535<\/li>\n<\/ul>\n<\/li>\n<li>9.4 \u6f5c\u5728\u7684\u306a\u7834\u58ca\u7684\u30b7\u30ca\u30ea\u30aa 536\n<ul>\n<li>9.4.1 \u6280\u8853\u7684\u30d6\u30ec\u30a4\u30af\u30b9\u30eb\u30fc\u30b7\u30ca\u30ea\u30aa 536<\/li>\n<li>9.4.2 \u5e02\u5834\u6df7\u4e71\u30b7\u30ca\u30ea\u30aa 537<\/li>\n<li>9.4.3 \u898f\u5236\u30b7\u30d5\u30c8\u30b7\u30ca\u30ea\u30aa 537<\/li>\n<\/ul>\n<\/li>\n<li>9.5 \u9577\u671f\u7684\u306a\u5e02\u5834\u306e\u9032\u5316\uff082030\u5e74\u4ee5\u964d\uff09 538\n<ul>\n<li>9.5.1 \u7523\u696d\u7528AI\u306e\u30d3\u30b8\u30e7\u30f3 538<\/li>\n<li>9.5.2 \u7523\u696d\u518d\u7de8\u306e\u53ef\u80fd\u6027 538<\/li>\n<li>9.5.3 \u793e\u4f1a\u304a\u3088\u3073\u7d4c\u6e08\u3078\u306e\u5f71\u97ff 539<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4><b>10 \u4f01\u696d\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb 541 \uff08\u4f01\u696d\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb 285\uff09<\/b><\/h4>\n<p>&nbsp;<\/p>\n<h4><b>11 \u4ed8\u9332 753<\/b><\/h4>\n<ul>\n<li>11.1 \u8abf\u67fb\u65b9\u6cd5 753<\/li>\n<\/ul>\n<h4><b>12 \u53c2\u8003\u6587\u732e 755<\/b><\/h4>\n<h4><b>\u8868\u4e00\u89a7<\/b><\/h4>\n<ul>\n<li>\u88681. \u4e16\u754c\u306e\u7523\u696d\u7528AI\u5e02\u5834\u898f\u6a21\uff082023\u5e74\uff5e2035\u5e74\uff09 &#8211; \u5e74\u9593\u53ce\u76ca\uff0810\u5104\u30c9\u30eb\uff09\u3002 35<\/li>\n<li>\u88682. \u6280\u8853\u30bf\u30a4\u30d7\u5225\u7523\u696d\u7528AI\u5e02\u5834\u30b7\u30a7\u30a2\uff082025\u5e74\uff09\u3002 36<\/li>\n<li>\u88683. \u7523\u696d\u7528AI\u6280\u8853\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002 37<\/li>\n<li>\u88684. \u7523\u696d\u7528AI\u6280\u8853\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002 42<\/li>\n<li>\u88685. \u30de\u30b7\u30f3\u30e9\u30fc\u30cb\u30f3\u30b0\u304a\u3088\u3073\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3002 43<\/li>\n<li>\u88686\uff1a\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u300243<\/li>\n<li>\u88687\uff1a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u300244<\/li>\n<li>\u88688\uff1a\u4e88\u6e2c\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300245<\/li>\n<li>\u88689\uff1a\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u300246<\/li>\n<li>\u886810\uff1a\u30a8\u30c3\u30b8AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u300248<\/li>\n<li>\u886811\uff1a\u4e88\u6e2c\u4fdd\u5168\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u300250<\/li>\n<li>\u886812\uff1a\u54c1\u8cea\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u300251<\/li>\n<li>\u8868 13. \u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u300253<\/li>\n<li>\u8868 14. \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u300254<\/li>\n<li>\u8868 15. \u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u300255<\/li>\n<li>\u8868 16. AI \u88fd\u9020\u696d\u5411\u3051\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u300257<\/li>\n<li>\u8868 17. AI \u30a8\u30cd\u30eb\u30ae\u30fc\u304a\u3088\u3073\u516c\u76ca\u4e8b\u696d\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u300258<\/li>\n<li>\u8868 18. AI \u8f38\u9001\u304a\u3088\u3073\u7269\u6d41\u30b7\u30b9\u30c6\u30e0\u300260<\/li>\n<li>\u8868 19. AI \u30d8\u30eb\u30b9\u30b1\u30a2\u304a\u3088\u3073\u88fd\u85ac\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3002 61<\/li>\n<li>\u8868 20. AI \u5316\u5b66\u304a\u3088\u3073\u6750\u6599\u52a0\u5de5\u3002 63<\/li>\n<li>\u8868 21. \u7523\u696d\u7528 AI \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u30b3\u30b9\u30c8\u69cb\u9020\u5206\u6790\u3002 66<\/li>\n<li>\u8868 22. \u7523\u696d\u7528 AI \u3068\u6d88\u8cbb\u8005\/\u4f01\u696d\u5411\u3051 AI \u306e\u76f8\u9055\u70b9\u3002 77<\/li>\n<li>\u8868 23. \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u306e\u7279\u6027 &#8211; \u91cf\u3001\u591a\u69d8\u6027\u3001\u901f\u5ea6\u3002 78<\/li>\n<li>\u886824. \u7523\u696d\u7528AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6307\u6a19\u306e\u67a0\u7d44\u307f\u3002 80<\/li>\n<li>\u886825. \u7523\u696d\u74b0\u5883\u306b\u7279\u6709\u306e\u5b9f\u88c5\u4e0a\u306e\u8ab2\u984c &#8211; \u6df1\u523b\u5ea6\u8a55\u4fa1\u3002 81<\/li>\n<li>\u886826. \u7523\u696d\u5225\u7523\u696d\u7528AI\u5b9f\u88c5\u306e\u30ea\u30b9\u30af\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u30de\u30c8\u30ea\u30af\u30b9\u3002 82<\/li>\n<li>\u886827. \u7523\u696d\u7528AI\u7523\u696d\u5e02\u5834 2018\u5e74\uff5e2024\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09\u3002 83<\/li>\n<li>\u886828\uff1a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30bb\u30b0\u30e1\u30f3\u30c8\u5225\u524d\u5e74\u6bd4\u6210\u9577\u5206\u6790\u300285<\/li>\n<li>\u886829\uff1a\u7523\u696d\u7528AI\u5e02\u5834\u306e\u4fc3\u9032\u8981\u56e0\u300286<\/li>\n<li>\u886830\uff1a\u5317\u7c73\u7523\u696d\u7528AI\u5e02\u5834 &#8211; \u4e3b\u8981\u8a55\u4fa1\u6307\u6a19\u304a\u3088\u3073\u6210\u9577\u7387\u300287<\/li>\n<li>\u886831\uff1a\u4e3b\u306a\u8cc7\u91d1\u8abf\u9054\u30e9\u30a6\u30f3\u30c9\u3068\u6295\u8cc7\u5206\u6790\u3002113<\/li>\n<li>\u886832\uff1aVC\u8cc7\u91d1\u8abf\u9054\u306e\u5730\u57df\u5206\u5e03\u3002115<\/li>\n<li>\u8868 33. \u4f01\u696d\u6295\u8cc7\u3068\u6226\u7565\u7684\u8cc7\u91d1\u8abf\u9054\u3002 117<\/li>\n<li>\u8868 34. \u653f\u5e9c\u304a\u3088\u3073\u516c\u5171\u90e8\u9580\u306e\u8cc7\u91d1\u8abf\u9054\u30a4\u30cb\u30b7\u30a2\u30c6\u30a3\u30d6\u3002 118<\/li>\n<li>\u8868 35. \u4e3b\u8981\u306a\u5e02\u5834\u95a2\u4fc2\u8005\u306b\u3088\u308b\u7814\u7a76\u958b\u767a\u6295\u8cc7\u3002 120<\/li>\n<li>\u8868 36. \u4e88\u6e2c\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306eAI\u6280\u8853\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5b9f\u88c5\u30e2\u30c7\u30eb\u3002 124<\/li>\n<li>\u8868 37. \u4e88\u6e2c\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306e\u305f\u3081\u306e\u30bb\u30f3\u30b5\u30fc\u7d71\u5408\u65b9\u6cd5\u3002 125<\/li>\n<li>\u8868 38. \u6a5f\u68b0\u306e\u5065\u5eb7\u72b6\u614b\u4e88\u6e2c\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6bd4\u8f03\u3002 127<\/li>\n<li>\u8868 39. \u7523\u696d\u5206\u91ce\u5225\u306e\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u524a\u6e1b\u5b9f\u7e3e\u3002 131<\/li>\n<li>\u8868 40. \u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b3\u30b9\u30c8\u3078\u306e\u5f71\u97ff\u8a55\u4fa1\u3002 131<\/li>\n<li>\u8868 41. \u8cc7\u7523\u5bff\u547d\u5ef6\u9577\u5206\u6790\u3002 132<\/li>\n<li>\u8868 42. \u54c1\u8cea\u7ba1\u7406\u304a\u3088\u3073\u691c\u67fb\u6280\u8853\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5b9f\u88c5\u30e2\u30c7\u30eb\u3002 134<\/li>\n<li>\u8868 43. \u54c1\u8cea\u7ba1\u7406\u306e\u305f\u3081\u306e\u76ee\u8996\u691c\u67fb\u30b7\u30b9\u30c6\u30e0\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 135<\/li>\n<li>\u8868 44. \u30de\u30eb\u30c1\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u878d\u5408\u30a2\u30d7\u30ed\u30fc\u30c1 136<\/li>\n<li>\u8868 45. \u7523\u696d\u5225\u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316\u306e\u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3068\u52b9\u7387\u5411\u4e0a 146<\/li>\n<li>\u8868 46. \u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u5b9f\u88c5\u30e2\u30c7\u30eb 148<\/li>\n<li>\u8868 47. \u7523\u696d\u5225\u52b4\u50cd\u8005\u306e\u5b89\u5168\u6027\u5411\u4e0a\u306b\u304a\u3051\u308bAI\u306e\u5b9f\u88c5\u7d50\u679c 152<\/li>\n<li>\u8868 48. \u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u3068\u30aa\u30fc\u30c8\u30e1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308bAI\u306e\u7d71\u5408\u65b9\u6cd5\u3002156<\/li>\n<li>\u8868 49. AI\u306b\u3088\u308b\u8a2d\u8a08\u30b5\u30a4\u30af\u30eb\u30bf\u30a4\u30e0\u306e\u77ed\u7e2e &#8211; \u696d\u754c\u5225\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002173<\/li>\n<li>\u8868 50. \u7523\u696d\u7528\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3002214<\/li>\n<li>\u8868 51. \u7523\u696d\u7528NLP\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u5b9f\u88c5\u7d50\u679c\u3002223<\/li>\n<li>\u8868 52. \u4e88\u6e2c\u306e\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3002231<\/li>\n<li>\u8868 53. \u6642\u7cfb\u5217\u5206\u6790\u306e\u624b\u6cd5\u3002 232<\/li>\n<li>\u8868 54. \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b\u5f37\u5316\u5b66\u7fd2\u306e\u5fdc\u7528 &#8211; \u4e8b\u4f8b\u3002 237<\/li>\n<li>\u8868 55. \u30ed\u30dc\u30c3\u30c8\u5236\u5fa1\u30b7\u30b9\u30c6\u30e0\u3002 240<\/li>\n<li>\u8868 56. \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u540c\u671f\u306e\u65b9\u6cd5\u3002 245<\/li>\n<li>\u8868 57. \u7523\u696d\u7528 AI \u306e\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u5b9f\u88c5\u30e2\u30c7\u30eb\u3002 248<\/li>\n<li>\u8868 58. \u30e2\u30c7\u30eb\u5727\u7e2e\u6280\u8853\u3002250<\/li>\n<li>\u8868 59. \u5206\u6563\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u3002251<\/li>\n<li>\u8868 60. \u7523\u696d\u7528IoT\u30c7\u30d0\u30a4\u30b9\u304a\u3088\u3073\u30bb\u30f3\u30b5\u30fc\u306e\u5206\u985e\u3002255<\/li>\n<li>\u8868 61. \u7523\u696d\u7528AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5411\u3051\u306e\u30bb\u30f3\u30b5\u30fc\u306e\u7a2e\u985e\u3068\u7279\u6027\u3002256<\/li>\n<li>\u8868 62. \u30bb\u30f3\u30b5\u30fc\u30d5\u30e5\u30fc\u30b8\u30e7\u30f3\u6280\u8853\u3002258<\/li>\n<li>\u8868 63. FPGA\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30e9\u30ec\u30fc\u30b7\u30e7\u30f3\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3002261<\/li>\n<li>\u8868 64. \u7523\u696d\u7528\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u3002 266<\/li>\n<li>\u8868 65. AI\u30c1\u30c3\u30d7\u4f01\u696d\u3002 273<\/li>\n<li>\u8868 66. \u7523\u696d\u7528\u30cb\u30e5\u30fc\u30ed\u30e2\u30fc\u30d5\u30a3\u30c3\u30af\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u7528\u9014\u3068\u5229\u70b9\u3002 274<\/li>\n<li>\u8868 67. \u30cb\u30e5\u30fc\u30ed\u30e2\u30fc\u30d5\u30a3\u30c3\u30af\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u4f01\u696d\u3002 282<\/li>\n<li>\u8868 68. \u7523\u696d\u7528AI\u958b\u767a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6bd4\u8f03\u3002 284<\/li>\n<li>\u8868 69. \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b MLOps &#8211; \u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u30d7\u30ed\u30bb\u30b9\u3002 290<\/li>\n<li>\u8868 70. \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b AI \u30e2\u30c7\u30eb\u306e\u5c55\u958b\u30aa\u30d7\u30b7\u30e7\u30f3\u3002 299<\/li>\n<li>\u8868 71. \u30a8\u30c3\u30b8\u5c55\u958b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002 302<\/li>\n<li>\u8868 72. \u81ea\u5f8b\u578b\u751f\u7523\u30b7\u30b9\u30c6\u30e0\u3002 328<\/li>\n<li>\u8868 73. \u88fd\u9020\u696d\u306e\u30b5\u30d6\u30bb\u30af\u30bf\u30fc\u5225\u306e\u6b20\u9665\u691c\u51fa\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6307\u6a19\u3002 335<\/li>\n<li>\u8868 74. AI \u5c0e\u5165\u306b\u3088\u308b\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u6700\u9069\u5316\u306e\u7d50\u679c &#8211; \u30b1\u30fc\u30b9\u30b9\u30bf\u30c7\u30a3\u3002 350<\/li>\n<li>\u8868 75. \u81ea\u52d5\u8eca\u7523\u696d\u3067\u306e\u7528\u9014\u3002 360<\/li>\n<li>\u8868 76. \u96fb\u5b50\u6a5f\u5668\u88fd\u9020\u3067\u306e\u7528\u9014\u3002 361<\/li>\n<li>\u8868 77. \u7523\u696d\u7528\u6a5f\u5668\u88fd\u9020\u3002 362<\/li>\n<li>\u8868 78. \u6d88\u8cbb\u8ca1\u88fd\u9020\u3002 363<\/li>\n<li>\u8868 79. \u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u4e8b\u696d\u306b\u304a\u3051\u308b AI \u306e\u7528\u9014\u3002 373<\/li>\n<li>\u8868 80. \u767a\u96fb\u306b\u304a\u3051\u308b\u4e88\u6e2c\u4fdd\u5168\u306e ROI\u3001386<\/li>\n<li>\u8868 81. \u77f3\u6cb9\u30fb\u30ac\u30b9\u7523\u696d\u306b\u304a\u3051\u308b AI \u306e\u7528\u9014\u3001393<\/li>\n<li>\u8868 82. \u7523\u696d\u74b0\u5883\u306b\u304a\u3051\u308b\u81ea\u5f8b\u8d70\u884c\u8eca\u306e\u5c0e\u5165\u6bb5\u968e\u3001411<\/li>\n<li>\u8868 83. \u7269\u6d41\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u9069\u5316\u306b\u3088\u308b\u52b9\u7387\u6027\u3068\u30b3\u30b9\u30c8\u306e\u6539\u5584\u3001425<\/li>\n<li>\u8868 84. \u533b\u7642\u30fb\u88fd\u85ac\u696d\u754c\u306b\u304a\u3051\u308b AI \u306e\u7528\u9014\u3001450<\/li>\n<li>\u886885\uff1a\u5316\u5b66\u696d\u754c\u306b\u304a\u3051\u308bAI\u306e\u7528\u9014\u3002456<\/li>\n<li>\u886886\uff1a\u63a1\u6398\u90e8\u9580\u306b\u304a\u3051\u308bAI\u306e\u7528\u9014\u3002462<\/li>\n<li>\u886887\uff1a\u8fb2\u696d\u304a\u3088\u3073\u98df\u54c1\u696d\u754c\u306b\u304a\u3051\u308bAI\u306e\u7528\u9014\u3002468<\/li>\n<li>\u886888\uff1a\u7523\u696d\u7528AI\u306e\u5c0e\u5165\u306b\u304a\u3051\u308b\u30c7\u30b8\u30bf\u30eb\u5909\u9769\u306e\u5f71\u97ff &#8211; \u76f8\u95a2\u5206\u6790\u3002478<\/li>\n<li>\u886889\uff1a\u30b9\u30de\u30fc\u30c8\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u306e\u5c55\u958b\u6210\u9577\uff082018\u5e74\uff5e2024\u5e74\uff09\u3002479<\/li>\n<li>\u8868 90. \u30c7\u30b8\u30bf\u30eb\u30b9\u30ec\u30c3\u30c9\u306e\u5b9f\u88c5\u8981\u4ef6\u3068\u30e1\u30ea\u30c3\u30c8\u3002 480<\/li>\n<li>\u8868 91. AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30bf\u30a4\u30d7\u5225\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u6a5f\u4f1a\u30de\u30c8\u30ea\u30af\u30b9\u3002 482<\/li>\n<li>\u8868 92. \u7523\u696d\u7528AI\u30c7\u30fc\u30bf\u306e\u8ab2\u984c\u3002 511<\/li>\n<li>\u8868 93. \u898f\u5236\u67a0\u7d44\u307f\u306e\u6bd4\u8f03\uff1a\u5317\u7c73 vs. \u6b27\u5dde vs. \u30a2\u30b8\u30a2\u592a\u5e73\u6d0b\u3002 517<\/li>\n<li>\u8868 94. \u5730\u57df\u5225\u306e\u4e3b\u8981\u7523\u696d\u7528AI\u6a19\u6e96\u304a\u3088\u3073\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u3002 523<\/li>\n<li>\u886895. \u6280\u8853\u30bf\u30a4\u30d7\u5225\u7523\u696d\u7528AI\u5e02\u5834\u4e88\u6e2c\uff082025\u5e74\uff5e2045\u5e74\uff09\u3001\u767e\u4e07\u7c73\u30c9\u30eb\uff09 524<\/li>\n<li>\u886896. \u7528\u9014\u5225\u7523\u696d\u7528AI\u5e02\u5834\u4e88\u6e2c\uff082025\u5e74\uff5e2045\u5e74\uff09\u3001\u767e\u4e07\u7c73\u30c9\u30eb\uff09 525<\/li>\n<li>\u886897. \u7523\u696d\u5225\u7523\u696d\u7528AI\u5e02\u5834\u4e88\u6e2c\uff082025\u5e74\uff5e2045\u5e74\uff09\u3001\u767e\u4e07\u7c73\u30c9\u30eb\uff09 526<\/li>\n<li>\u8868 98. \u7523\u696d\u7528AI\u5e02\u5834\u4e88\u6e2c\uff1a\u5730\u57df\u5225\uff082025\u5e74\uff5e2045\u5e74\uff09\u3001\u5358\u4f4d\uff1a\u767e\u4e07\u7c73\u30c9\u30eb\u3002 527<\/li>\n<\/ul>\n<h4><b>\u56f3\u8868<\/b><\/h4>\n<ul>\n<li>\u56f31. \u4e16\u754c\u306e\u7523\u696d\u7528AI\u5e02\u5834\u898f\u6a21\uff082023\u5e74\uff5e2035\u5e74\uff09 &#8211; \u5e74\u9593\u53ce\u76ca\uff0810\u5104\u30c9\u30eb\uff09\u3002 36<\/li>\n<li>\u56f32. \u7523\u696d\u7528AI\u5e02\u5834\u30b7\u30a7\u30a2\uff1a\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u5225\uff082025\u5e74\uff09\u3002 36<\/li>\n<li>\u56f33. \u7523\u696d\u7528AI\u5e02\u5834\u30de\u30c3\u30d7\u3002 41<\/li>\n<li>\u56f34. \u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u306e\u6982\u5ff5\u3002 47<\/li>\n<li>\u56f35. \u7523\u696d\u5206\u91ce\u5225\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u63a1\u7528\u7387\uff082024\u5e74\uff09\u3002 56<\/li>\n<li>\u56f36. \u7523\u696d\u7528AI\u306e\u4e3b\u8981\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u306e\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u3002 76<\/li>\n<li>\u56f37. \u7523\u696d\u7528AI\u306e\u4e3b\u8981\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u306e\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u3002 76<\/li>\n<li>\u56f38. \u7523\u696d\u7528AI\u7523\u696d\u5e02\u5834 2018\u5e74\uff5e2024\u5e74\uff08\u767e\u4e07\u7c73\u30c9\u30eb\uff09 84<\/li>\n<li>\u56f39. \u5730\u57df\u5225\u5e02\u5834\u5206\u5e03 &#8211; \u5730\u57df\u5225\u30b7\u30a7\u30a2\uff082024\u5e74\uff09 87<\/li>\n<li>\u56f310. \u7523\u696d\u5225\u5e02\u5834\u30b7\u30a7\u30a2 103<\/li>\n<li>\u56f311. \u7523\u696d\u7528AI\u3078\u306eVC\u6295\u8cc7\u8cc7\u91d1\uff082020\u5e74\uff5e2024\u5e74\uff09 112<\/li>\n<li>\u56f312\uff1a\u8cc7\u91d1\u8abf\u9054\u6bb5\u968e\u5225\u306e\u7dcf\u6295\u8cc7\u984d\u5206\u6790\uff082020\u5e74\uff5e2024\u5e74\uff09 121<\/li>\n<li>\u56f313\uff1a\u4e88\u6e2c\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9AI &#8211; \u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u5b9f\u88c5\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 123<\/li>\n<li>\u56f314\uff1a\u30d7\u30ed\u30bb\u30b9\u6700\u9069\u5316AI\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 146<\/li>\n<li>\u56f315\uff1a\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3AI\u30b7\u30b9\u30c6\u30e0\u7d71\u5408\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 149<\/li>\n<li>\u56f316\uff1a\u5728\u5eab\u7ba1\u7406AI\u306e\u610f\u601d\u6c7a\u5b9a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002150<\/li>\n<li>\u56f317\uff1a\u30a8\u30cd\u30eb\u30ae\u30fc\u7ba1\u7406AI\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3002154<\/li>\n<li>\u56f318\uff1a\u88fd\u54c1\u8a2d\u8a08AI\u306e\u5b9f\u88c5\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3002158<\/li>\n<li>\u56f319\uff1a\u7523\u696d\u7528AI\u306e\u30b3\u30a2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002210<\/li>\n<li>\u56f320\uff1a\u7523\u696d\u7528\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5411\u3051\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30d3\u30b8\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3002217<\/li>\n<li>\u56f3 21\uff1a\u88fd\u9020\u74b0\u5883\u306b\u304a\u3051\u308b\u7570\u5e38\u691c\u77e5\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af 230<\/li>\n<li>\u56f3 22\uff1a\u30c7\u30b8\u30bf\u30eb\u30c4\u30a4\u30f3\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8 244<\/li>\n<li>\u56f3 23\uff1a\u7523\u696d\u7528\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306b\u304a\u3051\u308bGPU\/TPU\u5c55\u958b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 259<\/li>\n<li>\u56f3 24\uff1a\u30a8\u30c3\u30b8AI\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u5c55\u958b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3 264<\/li>\n<li>\u56f3 25. \u7523\u696d\u7528\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u30cb\u30e5\u30fc\u30ed\u30e2\u30fc\u30d5\u30a3\u30c3\u30af\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u306e\u6280\u8853\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3002 281<\/li>\n<li>\u56f3 26. \u88fd\u9020 AI &#8211; \u30b9\u30de\u30fc\u30c8\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u306e\u5c0e\u5165\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3002 325<\/li>\n<li>\u56f3 27. \u30b3\u30cd\u30af\u30c6\u30c3\u30c9\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u306e\u30a4\u30f3\u30d5\u30e9\u3002 326<\/li>\n<li>\u56f3 28. \u88fd\u9020\u306b\u304a\u3051\u308b\u8996\u899a\u691c\u67fb\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002 334<\/li>\n<li>\u56f3 29. \u88fd\u9020\u306b\u304a\u3051\u308b\u4e88\u6e2c\u4fdd\u5168\u30b7\u30b9\u30c6\u30e0\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3002 341<\/li>\n<li>\u56f330. AI\u306b\u3088\u308b\u30b9\u30de\u30fc\u30c8\u30b0\u30ea\u30c3\u30c9\u7ba1\u7406 &#8211; \u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3002368<\/li>\n<li>\u56f331. \u30b9\u30de\u30fc\u30c8\u30b0\u30ea\u30c3\u30c9\u7ba1\u7406\u306b\u304a\u3051\u308b\u7523\u696d\u7528AI\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3002372<\/li>\n<li>\u56f332. \u518d\u751f\u53ef\u80fd\u30a8\u30cd\u30eb\u30ae\u30fc\u306b\u304a\u3051\u308b\u7523\u696d\u7528AI\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3002385<\/li>\n<li>\u56f333. \u767a\u96fb\u306b\u304a\u3051\u308b\u4e88\u6e2c\u4fdd\u5168\u306b\u304a\u3051\u308b\u7523\u696d\u7528AI\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3002392<\/li>\n<li>\u56f334. \u77f3\u6cb9\u30fb\u30ac\u30b9\u63a2\u67fb\u30fb\u751f\u7523\u306b\u304a\u3051\u308b\u7523\u696d\u7528AI\u306e\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3002399<\/li>\n<li>\u56f335. \u81ea\u52d5\u904b\u8ee2\u8eca\u306b\u304a\u3051\u308b\u7523\u696d\u7528AI\u306e\u5b9f\u88c5\u30ed\u30fc\u30c9\u30de\u30c3\u30d7\u3002417<\/li>\n<li>\u56f336. \u5009\u5eab\u306e\u81ea\u52d5\u5316\u3068\u30ed\u30dc\u30c3\u30c8\u5de5\u5b66\u306b\u304a\u3051\u308bAI\u30b7\u30b9\u30c6\u30e0\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3002418<\/li>\n<li>\u56f337. \u8f38\u9001\u8cc7\u7523\u306e\u5065\u5168\u6027\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3002433<\/li>\n<li>\u56f338\uff1a\u6280\u8853\u30bf\u30a4\u30d7\u5225\u7523\u696d\u7528AI\u5e02\u5834\u4e88\u6e2c\uff082025\u5e74\uff5e2045\u5e74\uff09\u3001\u767e\u4e07\u7c73\u30c9\u30eb\u3002525<\/li>\n<li>\u56f339\uff1a\u7528\u9014\u5225\u7523\u696d\u7528AI\u5e02\u5834\u4e88\u6e2c\uff082025\u5e74\uff5e2045\u5e74\uff09\u3001\u767e\u4e07\u7c73\u30c9\u30eb\u3002526<\/li>\n<li>\u56f340\uff1a\u7523\u696d\u5225\u7523\u696d\u7528AI\u5e02\u5834\u4e88\u6e2c\uff082025\u5e74\uff5e2045\u5e74\uff09\u3001\u767e\u4e07\u7c73\u30c9\u30eb\u3002527<\/li>\n<li>\u56f341. \u7523\u696d\u7528AI\u5e02\u5834\u4e88\u6e2c\uff082025\u5e74\uff5e2045\u5e74\uff09\u5730\u57df\u5225\uff08\u5358\u4f4d\uff1a\u767e\u4e07\u7c73\u30c9\u30eb\uff09 528<\/li>\n<li>\u56f342. \u65b0\u8208\u7523\u696d\u7528AI\u6280\u8853\u306e\u63a1\u7528\u6642\u671f\u3002 531<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u7523\u696d\u7528\u4eba\u5de5\u77e5\u80fd\uff08Industrial AI\uff09\u3068\u306f\u3001\u7523\u696d\u74b0\u5883\u3001\u88fd\u9020\u30d7\u30ed\u30bb\u30b9\u3001\u904b\u7528\u6280\u8853\uff08OT\uff09\u30b7\u30b9\u30c6\u30e0\u5411\u3051\u306b\u7279\u5225\u306b\u8a2d\u8a08\u3055\u308c\u305fAI\u6280\u8853\u306e\u5fdc\u7528\u3092\u6307\u3057\u307e\u3059\u3002 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