{"id":2414,"date":"2026-04-14T08:50:17","date_gmt":"2026-04-14T00:50:17","guid":{"rendered":"https:\/\/www.llku.com\/?p=2414"},"modified":"2026-04-14T13:09:06","modified_gmt":"2026-04-14T05:09:06","slug":"artificial-intelligence-index-report","status":"publish","type":"post","link":"https:\/\/www.llku.com\/?p=2414","title":{"rendered":"Artificial Intelligence Index Report"},"content":{"rendered":"<p><span style=\"font-size: 24px; font-weight: bold;\">\u4e00\u3001\u62a5\u544a\u6574\u4f53\u5b9a\u4f4d<\/span><\/p>\n<div>\n<p><strong>\u300aAI Index Report 2026\u300b<\/strong> \u662f\u76ee\u524d<strong>\u5168\u7403\u6700\u6743\u5a01\u3001\u6700\u7cfb\u7edf\u7684\u4eba\u5de5\u667a\u80fd\u5e74\u5ea6\u5168\u666f\u62a5\u544a<\/strong>\u4e4b\u4e00\uff0c\u7531<strong>\u65af\u5766\u798f\u5927\u5b66 Human\u2011Centered AI\uff08HAI\uff09\u7814\u7a76\u9662<\/strong> \u4e3b\u5bfc\u53d1\u5e03\u3002<\/p>\n<p>\u539f\u6587\u4ef6\u4e0b\u8f7d\u5730\u5740\uff1ahttps:\/\/hai.stanford.edu\/assets\/files\/ai_index_report_2026.pdf<\/p>\n<p>\u6838\u5fc3\u76ee\u6807\u662f\uff1a<\/p>\n<blockquote><p><strong>\u7528\u53ef\u91cf\u5316\u6570\u636e\uff0c\u6301\u7eed\u8ddf\u8e2a AI \u6280\u672f\u3001\u4ea7\u4e1a\u3001\u653f\u7b56\u3001\u793e\u4f1a\u5f71\u54cd\u4e0e\u6cbb\u7406\u7684\u5168\u7403\u53d8\u5316\u8d8b\u52bf\u3002<\/strong><\/p><\/blockquote>\n<hr \/>\n<h2>\u4e8c\u3001Top Takeaways\uff08\u6838\u5fc3\u7ed3\u8bba\u7cbe\u534e\uff09<\/h2>\n<h3>1&#xfe0f;&#x20e3; AI \u80fd\u529b\u5e76\u672a\u653e\u7f13\uff0c\u800c\u662f\u5728<strong>\u52a0\u901f\u6269\u5c55<\/strong><\/h3>\n<ul>\n<li>\u6a21\u578b\u80fd\u529b\u7ee7\u7eed\u5feb\u901f\u63d0\u5347\uff0c\u5f71\u54cd\u4eba\u7fa4\u548c\u884c\u4e1a\u6301\u7eed\u6269\u5927<\/li>\n<li>\u751f\u6210\u5f0f AI \u7684\u843d\u5730\u901f\u5ea6 <strong>\u8d85\u8fc7 PC \u4e0e\u4e92\u8054\u7f51\u65e9\u671f\u9636\u6bb5<\/strong><\/li>\n<li>\u4f01\u4e1a\u7ea7\u4e0e\u7ec4\u7ec7\u7ea7\u91c7\u7528\u7387\u5df2\u8fbe\u5230\u6216\u63a5\u8fd1 <strong>50%<\/strong><\/li>\n<\/ul>\n<hr \/>\n<h3>2&#xfe0f;&#x20e3; \u5927\u6a21\u578b\u8fdb\u5165\u201c\u5de5\u4e1a\u5316\u6269\u5c55\u201d\u9636\u6bb5<\/h3>\n<ul>\n<li><strong>\u53c2\u6570\u89c4\u6a21\u3001\u7b97\u529b\u4e0e\u8bad\u7ec3\u6210\u672c\u6301\u7eed\u98d9\u5347<\/strong><\/li>\n<li>\u9886\u5148\u6a21\u578b\u8bad\u7ec3\u6210\u672c\u5df2\u8fbe <strong>\u6570\u4ebf\u7f8e\u5143\u91cf\u7ea7<\/strong><\/li>\n<li>\u4f46 <strong>\u6027\u80fd\u63d0\u5347\u4e0e\u6210\u672c\u589e\u957f\u7684\u8fb9\u9645\u6548\u7387\u5f00\u59cb\u4e0b\u964d<\/strong><\/li>\n<\/ul>\n<p>&#x1f449; \u6807\u5fd7\u7740\u4ece\u300c\u63a2\u7d22\u671f\u300d\u8fdb\u5165\u300c\u89c4\u6a21\u5316\u57fa\u7840\u8bbe\u65bd\u7ade\u4e89\u671f\u300d<\/p>\n<hr \/>\n<h3>3&#xfe0f;&#x20e3; \u82af\u7247\u4e0e\u7b97\u529b\u6210\u4e3a\u6700\u5173\u952e\u7684\u6218\u7565\u74f6\u9888<\/h3>\n<ul>\n<li>AI \u53d1\u5c55\u9ad8\u5ea6\u4f9d\u8d56\uff1a\n<ul>\n<li>GPU \/ AI \u82af\u7247<\/li>\n<li>\u6570\u636e\u4e2d\u5fc3<\/li>\n<li>\u7535\u529b\u4e0e\u80fd\u6e90\u7cfb\u7edf<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7b97\u529b\u4f9b\u5e94\u94fe\u9ad8\u5ea6\u96c6\u4e2d<\/strong>\n<ul>\n<li>\u7f8e\u56fd\u4e3b\u5bfc\u8bbe\u8ba1<\/li>\n<li>\u53f0\u6e7e\u4e3b\u5bfc\u5236\u9020<\/li>\n<\/ul>\n<\/li>\n<li>\u80fd\u6e90\u6d88\u8017\u4e0e\u78b3\u6392\u538b\u529b\u6025\u5267\u4e0a\u5347<\/li>\n<\/ul>\n<hr \/>\n<h3>4&#xfe0f;&#x20e3; \u7f8e\u56fd\u4ecd\u9886\u5148\uff0c\u4f46\u4f18\u52bf\u5728\u88ab\u4fb5\u8680<\/h3>\n<ul>\n<li><strong>\u7f8e\u56fd\u5728\u6295\u8d44\u3001\u6a21\u578b\u6570\u91cf\u3001\u9876\u5c16\u673a\u6784\u4e0a\u4ecd\u5360\u4e3b\u5bfc<\/strong><\/li>\n<li>\u4f46\uff1a\n<ul>\n<li>\u4e2d\u56fd\u5728\u8bba\u6587\u3001\u4e13\u5229\u3001\u5e94\u7528\u5c42\u9762\u8ffd\u8d76\u8fc5\u901f<\/li>\n<li>\u6b27\u6d32\u5f3a\u8c03\u201c\u53ef\u4fe1 AI\u3001\u76d1\u7ba1\u4f18\u5148\u201d<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5168\u7403 AI \u8fdb\u5165\u591a\u6781\u5316\u7ade\u4e89\u683c\u5c40<\/strong><\/li>\n<\/ul>\n<hr \/>\n<h3>5&#xfe0f;&#x20e3; \u5f00\u6e90\u4e0e\u95ed\u6e90\u6a21\u578b\u5206\u5316\u660e\u663e<\/h3>\n<ul>\n<li>\u5546\u4e1a\u524d\u6cbf\u6a21\u578b <strong>\u8d8b\u5411\u95ed\u6e90<\/strong><\/li>\n<li>\u4f46\uff1a\n<ul>\n<li>\u5f00\u6e90\u6a21\u578b\u6570\u91cf\u6301\u7eed\u589e\u957f<\/li>\n<li>\u6027\u80fd\u5dee\u8ddd\u5728\u90e8\u5206\u57fa\u51c6\u4e0a\u7f29\u5c0f<\/li>\n<\/ul>\n<\/li>\n<li>\u4f01\u4e1a\u901a\u5e38\u91c7\u53d6 <strong>\u201c\u6df7\u5408\u7b56\u7565\uff08Hybrid\uff09\u201d<\/strong><\/li>\n<\/ul>\n<hr \/>\n<h3>6&#xfe0f;&#x20e3; AI \u5c1a\u672a\u771f\u6b63\u201c\u5373\u63d2\u5373\u7528\u201d<\/h3>\n<ul>\n<li>\u5728\u590d\u6742\u3001\u975e\u7ed3\u6784\u5316\u3001\u52a8\u6001\u73b0\u5b9e\u4efb\u52a1\u4e2d\uff1a\n<ul>\n<li>AI \u4ecd <strong>\u4e0d\u7a33\u5b9a<\/strong><\/li>\n<li>\u5bf9\u573a\u666f\u3001\u6570\u636e\u3001\u6d41\u7a0b\u4f9d\u8d56\u6781\u5f3a<\/li>\n<\/ul>\n<\/li>\n<li>\u4eba\u5de5\u53c2\u4e0e\uff08Human\u2011in\u2011the\u2011Loop\uff09\u4f9d\u7136\u4e0d\u53ef\u6216\u7f3a<\/li>\n<\/ul>\n<hr \/>\n<h3>7&#xfe0f;&#x20e3; \u8d23\u4efb AI \u4e0e\u5b89\u5168\u95ee\u9898\u66f4\u7a81\u51fa<\/h3>\n<ul>\n<li>\u6a21\u578b\u80fd\u529b\u63d0\u5347 \u2260 \u5b89\u5168\u80fd\u529b\u540c\u6b65\u63d0\u5347<\/li>\n<li>\u6570\u636e\u504f\u89c1\u3001\u5e7b\u89c9\u3001\u4e0d\u53ef\u89e3\u91ca\u6027\u4ecd\u662f\u6838\u5fc3\u98ce\u9669<\/li>\n<li><strong>\u5b89\u5168\u4e0e\u6cbb\u7406\u5df2\u6210\u4e3a\u7814\u53d1\u4e0e\u90e8\u7f72\u7684\u201c\u521a\u6027\u7ea6\u675f\u201d<\/strong><\/li>\n<\/ul>\n<hr \/>\n<h3>8&#xfe0f;&#x20e3; AI \u6b63\u5728\u91cd\u5851\u52b3\u52a8\u529b\u7ed3\u6784<\/h3>\n<ul>\n<li>\u201c\u9ad8\u98ce\u9669\u88ab\u66ff\u4ee3\u5c97\u4f4d\u201d\u6bd4\u4f8b\u4e0a\u5347<\/li>\n<li>\u540c\u65f6\u521b\u9020\uff1a\n<ul>\n<li>AI \u8bad\u7ec3<\/li>\n<li>\u5de5\u5177\u6784\u5efa<\/li>\n<li>\u76d1\u7763\u3001\u5ba1\u8ba1\u3001\u6d41\u7a0b\u8bbe\u8ba1\u7c7b\u5c97\u4f4d<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u751f\u4ea7\u7387\u63d0\u5347\u4e0d\u5747\u8861\uff0c\u6280\u80fd\u6ea2\u4ef7\u653e\u5927<\/strong><\/li>\n<\/ul>\n<hr \/>\n<h2>\u4e09\u3001\u5206\u7ae0\u8282\u8981\u70b9\u901f\u89c8<\/h2>\n<h3>&#x1f52c; Research &amp; Development<\/h3>\n<ul>\n<li>AI \u7814\u7a76\u4ea7\u51fa\u6301\u7eed\u589e\u957f<\/li>\n<li>\u4ea7\u4e1a\u754c\u4e3b\u5bfc\u6a21\u578b\u7814\u53d1\uff0c\u5b66\u672f\u754c\u66f4\u591a\u504f\u5411\u65b9\u6cd5\u4e0e\u8bc4\u4f30<\/li>\n<\/ul>\n<hr \/>\n<h3>&#x2699;&#xfe0f; Technical Performance<\/h3>\n<ul>\n<li>\u591a\u6a21\u6001\u80fd\u529b\u663e\u8457\u589e\u5f3a<\/li>\n<li>\u957f\u4e0a\u4e0b\u6587\u3001\u63a8\u7406\u80fd\u529b\u3001\u5de5\u5177\u8c03\u7528\u6210\u4e3a\u65b0\u91cd\u70b9<\/li>\n<li>Benchmark \u8d8a\u6765\u8d8a\u591a\uff0c\u4f46<strong>\u6cdb\u5316\u80fd\u529b\u4ecd\u6709\u9650<\/strong><\/li>\n<\/ul>\n<hr \/>\n<h3>&#x1f3ed; Economy<\/h3>\n<ul>\n<li>\u4f01\u4e1a\u5e7f\u6cdb\u8bd5\u70b9 AI\uff0c\u4f46\u201c\u89c4\u6a21\u5316\u6210\u529f\u6848\u4f8b\u201d\u4ecd\u5c11<\/li>\n<li>ROI \u9ad8\u5ea6\u4f9d\u8d56\u6d41\u7a0b\u91cd\u6784\uff0c\u800c\u975e\u5355\u7eaf\u6280\u672f\u5f15\u5165<\/li>\n<\/ul>\n<hr \/>\n<h3>&#x1f9ec; Science &amp; Medicine<\/h3>\n<ul>\n<li>AI \u5728\u6750\u6599\u3001\u86cb\u767d\u8d28\u3001\u836f\u7269\u53d1\u73b0\u4e2d\u6f5c\u529b\u5de8\u5927<\/li>\n<li>\u533b\u7597\u76d1\u7ba1\u4ecd\u662f\u6700\u5927\u843d\u5730\u969c\u788d<\/li>\n<\/ul>\n<hr \/>\n<h3>&#x1f393; Education<\/h3>\n<ul>\n<li>\u9ad8\u6821\u4e0e\u57fa\u7840\u6559\u80b2 AI \u4f7f\u7528\u5feb\u901f\u589e\u957f<\/li>\n<li>\u5b66\u751f\u4f7f\u7528\u7387\u9ad8\u4e8e\u6559\u5e08\u4e0e\u5236\u5ea6\u9002\u914d\u901f\u5ea6<\/li>\n<li>\u6559\u80b2\u4f53\u7cfb\u660e\u663e\u201c\u8ddf\u4e0d\u4e0a\u6280\u672f\u8282\u594f\u201d<\/li>\n<\/ul>\n<hr \/>\n<h3>&#x1f3db; Policy &amp; Governance<\/h3>\n<ul>\n<li>\u5404\u56fd\u63a8\u51fa AI \u6218\u7565\u3001\u76d1\u7ba1\u6846\u67b6<\/li>\n<li><strong>AI \u4e3b\u6743\uff08AI Sovereignty\uff09<\/strong> \u6210\u4e3a\u65b0\u5173\u952e\u8bcd<\/li>\n<li>\u6b27\u76df\u8d70\u5f3a\u76d1\u7ba1\uff0c\u7f8e\u56fd\u5f3a\u8c03\u521b\u65b0\u4f18\u5148<\/li>\n<\/ul>\n<hr \/>\n<h3>&#x1f30d; Public Opinion<\/h3>\n<ul>\n<li>\u516c\u4f17\u6001\u5ea6\uff1a\n<ul>\n<li>\u540c\u65f6\u671f\u5f85\u6548\u7387<\/li>\n<li>\u53c8\u62c5\u5fe7\u5931\u4e1a\u3001\u9690\u79c1\u4e0e\u5931\u63a7<\/li>\n<\/ul>\n<\/li>\n<li>\u4fe1\u4efb\u95ee\u9898\u6210\u4e3a AI \u6269\u6563\u7684\u201c\u9690\u6027\u5929\u82b1\u677f\u201d<\/li>\n<\/ul>\n<\/div>\n<div>\n<hr \/>\n<h2>\u56db\u3001\u4e00\u53e5\u8bdd\u603b\u7ed3\uff08Executive Version\uff09<\/h2>\n<blockquote><p><strong><em>AI \u6b63\u4ece\u201c\u6280\u672f\u7a81\u7834\u9636\u6bb5\u201d\u8fc8\u5165\u201c\u5168\u7403\u57fa\u7840\u8bbe\u65bd\u4e0e\u6cbb\u7406\u7ade\u4e89\u9636\u6bb5\u201d\u3002\u771f\u6b63\u7684\u5206\u6c34\u5cad\uff0c\u4e0d\u5728\u6a21\u578b\u672c\u8eab\uff0c\u800c\u5728\u7b97\u529b\u3001\u80fd\u6e90\u3001\u7ec4\u7ec7\u80fd\u529b\u3001\u6cbb\u7406\u4f53\u7cfb\u4e0e\u4ea7\u4e1a\u878d\u5408\u6df1\u5ea6\u3002<\/em><\/strong><\/p><\/blockquote>\n<\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u62a5\u544a\u6574\u4f53\u5b9a\u4f4d \u300aAI Index Report 2026\u300b \u662f\u76ee\u524d\u5168\u7403\u6700\u6743\u5a01\u3001\u6700\u7cfb\u7edf\u7684\u4eba\u5de5\u667a\u80fd\u5e74\u5ea6\u5168\u666f\u62a5\u544a &hellip; <a href=\"https:\/\/www.llku.com\/?p=2414\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">Artificial Intelligence Index Report<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[586],"tags":[587],"_links":{"self":[{"href":"https:\/\/www.llku.com\/index.php?rest_route=\/wp\/v2\/posts\/2414"}],"collection":[{"href":"https:\/\/www.llku.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.llku.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.llku.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.llku.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2414"}],"version-history":[{"count":5,"href":"https:\/\/www.llku.com\/index.php?rest_route=\/wp\/v2\/posts\/2414\/revisions"}],"predecessor-version":[{"id":2419,"href":"https:\/\/www.llku.com\/index.php?rest_route=\/wp\/v2\/posts\/2414\/revisions\/2419"}],"wp:attachment":[{"href":"https:\/\/www.llku.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2414"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.llku.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2414"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.llku.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2414"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}