{"id":69295,"date":"2026-01-31T12:24:54","date_gmt":"2026-01-31T04:24:54","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/69295.html"},"modified":"2026-01-31T12:24:54","modified_gmt":"2026-01-31T04:24:54","slug":"2026%e5%b9%b4ai%e8%bf%9b%e5%8c%96%ef%bc%9a%e4%bb%8e%e8%81%8a%e5%a4%a9%e5%88%b0%e5%ae%9e%e5%b9%b2","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/69295.html","title":{"rendered":"2026\u5e74AI\u8fdb\u5316\uff1a\u4ece\u804a\u5929\u5230\u5b9e\u5e72"},"content":{"rendered":"<h2>AI \u53d1\u5c55\u8d8b\u52bf&#xff08;\u805a\u7126 2025\u20132026&#xff09;<\/h2>\n<hr \/>\n<h3>\u4e00\u3001\u6280\u672f\u8303\u5f0f&#xff1a;\u4ece\u201c\u5927\u6a21\u578b\u804a\u5929\u201d\u5230\u201c\u80fd\u529e\u4e8b\u7684\u667a\u80fd\u4f53\u201d<\/h3>\n<p>\u6838\u5fc3\u53d8\u5316&#xff1a; \u4ece\u201c\u9884\u6d4b\u4e0b\u4e00\u4e2a\u8bcd\u201d\u7684\u804a\u5929\u5f0f\u5927\u6a21\u578b&#xff0c;\u8f6c\u5411\u80fd\u7406\u89e3\u73af\u5883\u3001\u62c6\u89e3\u4efb\u52a1\u3001\u81ea\u52a8\u6267\u884c\u7684\u4e00\u6574\u5957\u667a\u80fd\u4f53&#xff08;AI Agent&#xff09;\u7cfb\u7edf\u3002<\/p>\n<ul>\n<li>\n<p>\u4e16\u754c\u6a21\u578b &amp; NSP \u65b0\u8303\u5f0f \u884c\u4e1a\u5171\u8bc6\u6b63\u5728\u4ece\u7eaf\u8bed\u8a00\u6a21\u578b\u8f6c\u5411\u201c\u4e16\u754c\u6a21\u578b\u201d&#xff0c;\u901a\u8fc7 NSP&#xff08;Next-State Prediction&#xff0c;\u9884\u6d4b\u4e16\u754c\u4e0b\u4e00\u72b6\u6001&#xff09;\u6765\u5b66\u4e60\u65f6\u7a7a\u8fde\u7eed\u6027\u3001\u56e0\u679c\u5173\u7cfb&#xff0c;\u7528\u4e8e\u81ea\u52a8\u9a7e\u9a76\u4eff\u771f\u3001\u673a\u5668\u4eba\u8bad\u7ec3\u7b49\u590d\u6742\u7269\u7406\u4efb\u52a1[1]\u3002 \u5b9e\u9645\u542b\u4e49&#xff1a;AI \u4e0d\u518d\u53ea\u662f\u4f1a\u201c\u8bf4\u201d&#xff0c;\u800c\u662f\u5f00\u59cb\u4f1a\u201c\u60f3\u6e05\u695a\u4e0b\u4e00\u6b65\u4f1a\u53d1\u751f\u4ec0\u4e48\u201d\u3002<\/p>\n<\/li>\n<li>\n<p>\u667a\u80fd\u4f53&#xff08;Agent&#xff09;\u6210\u4e3a\u4e3b\u89d2 2026 \u5e74\u8d77&#xff0c;\u5927\u6a21\u578b\u66f4\u591a\u4ee5\u201c\u667a\u80fd\u4f53\u5f62\u6001\u201d\u51fa\u73b0&#xff1a;\u80fd\u8bfb\u6587\u6863\u3001\u770b\u56fe\u3001\u64cd\u4f5c\u8f6f\u4ef6\u3001\u8c03\u7528\u5de5\u5177\u3001\u4e0e\u5176\u4ed6\u667a\u80fd\u4f53\u534f\u540c\u5b8c\u6210\u4e00\u6574\u4e2a\u4e1a\u52a1\u6d41\u7a0b\u3002 \u5bf9\u4f01\u4e1a\u7684\u542f\u793a&#xff1a;<\/p>\n<ul>\n<li>\u4e0d\u8981\u53ea\u505a\u201c\u804a\u5929\u673a\u5668\u4eba\u201d&#xff0c;\u800c\u8981\u8bbe\u8ba1\u201c\u80fd\u95ed\u73af\u6267\u884c\u4efb\u52a1\u201d\u7684\u667a\u80fd\u4f53&#xff08;\u5982\u62a5\u9500\u673a\u5668\u4eba\u3001\u5ba1\u5408\u540c\u673a\u5668\u4eba\u3001\u8fd0\u7ef4\u5de1\u68c0\u667a\u80fd\u4f53&#xff09;\u3002<\/li>\n<li>\u6d41\u7a0b\u91cd\u6784\u4f1a\u6bd4\u201c\u63a5\u4e00\u4e2a\u5927\u6a21\u578b API\u201d\u91cd\u8981\u5f97\u591a\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e8c\u3001\u7b97\u529b\u4e0e\u786c\u4ef6&#xff1a;\u4ece\u201c\u5806\u663e\u5361\u201d\u5230\u201c\u6548\u7387\u4f18\u5148 &#043; \u7eff\u8272\u7b97\u529b\u201d<\/h3>\n<h4>1. \u667a\u80fd\u7b97\u529b\u89c4\u6a21\u5316<\/h4>\n<ul>\n<li>\u9884\u8ba1 2026 \u5e74\u5168\u7403\u667a\u80fd\u7b97\u529b\u662f 2022 \u5e74\u7684 8\u201310 \u500d&#xff0c;\u63a8\u7406\u7b97\u529b&#xff08;\u9762\u5411\u90e8\u7f72\u4e0e\u5e94\u7528&#xff09;\u5360\u6bd4\u9996\u6b21\u8d85\u8fc7 60%\u3002<\/li>\n<li>\u4e07\u5361\u7ea7 GPU \u96c6\u7fa4\u6210\u4e3a\u8bad\u7ec3\u5927\u6a21\u578b\u7684\u201c\u57fa\u672c\u914d\u7f6e\u201d&#xff0c;\u56fd\u5185\u201c\u4e1c\u6570\u897f\u7b97\u201d\u3001\u5168\u56fd\u4e00\u4f53\u5316\u7b97\u529b\u7f51\u7edc&#xff0c;\u6b63\u5728\u628a\u7b97\u529b\u505a\u6210\u50cf\u7535\u529b\u4e00\u6837\u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/li>\n<\/ul>\n<h4>2. \u6548\u7387\u548c\u80fd\u8017\u6210\u4e3a\u5173\u952e\u7ea6\u675f<\/h4>\n<ul>\n<li>\u6570\u636e\u4e2d\u5fc3\u80fd\u8017\u5feb\u901f\u6500\u5347&#xff1a;2024 \u5e74\u4e2d\u56fd\u6570\u636e\u4e2d\u5fc3\u7528\u7535\u7ea6\u5360\u793e\u4f1a\u7528\u7535 1.68%&#xff0c;\u5230 2030 \u5e74\u4e2d\u901f\u60c5\u666f\u9884\u8ba1\u63a5\u8fd1 3%\u3002<\/li>\n<li>\u65b0\u8d8b\u52bf&#xff1a;\n<ul>\n<li>\u66f4\u9ad8\u6548\u7684\u6a21\u578b\u67b6\u6784\u3001\u5c0f\u6a21\u578b\u3001\u591a\u4efb\u52a1\u4e00\u4f53\u8f7b\u91cf\u6a21\u578b&#xff1b;<\/li>\n<li>\u5b58\u7b97\u4e00\u4f53\u82af\u7247\u3001ASIC \u4e13\u7528\u82af\u7247\u3001\u6db2\u51b7\u3001800G\/1.6T \u5149\u6a21\u5757&#xff1b;<\/li>\n<li>\u201c\u7b97\u7535\u534f\u540c\u201d&#xff1a;\u54ea\u91cc\u6709\u4f4e\u4ef7\u3001\u6e05\u6d01\u7535&#xff0c;\u7b97\u529b\u5c31\u5f80\u54ea\u513f\u5e03\u5c40\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u5bf9\u4f01\u4e1a\/\u5f00\u53d1\u8005\u7684\u542b\u4e49&#xff1a;<\/p>\n<ul>\n<li>\u672a\u6765\u201c\u80fd\u8dd1\u5728\u8fb9\u7f18\/\u7ec8\u7aef\u3001\u7b97\u5f97\u5feb\u3001\u80fd\u8017\u4f4e\u201d\u7684\u6a21\u578b\u66f4\u6709\u7ade\u4e89\u529b&#xff0c;\u800c\u4e0d\u4ec5\u4ec5\u662f\u201c\u53c2\u6570\u6700\u591a\u7684\u6a21\u578b\u201d\u3002<\/li>\n<li>\u5728\u6280\u672f\u9009\u578b\u65f6\u8981\u663e\u5f0f\u8003\u8651&#xff1a;\u6a21\u578b\u5927\u5c0f \u00d7 \u5ef6\u8fdf \u00d7 \u6210\u672c \u00d7 \u80fd\u8017&#xff0c;\u800c\u4e0d\u662f\u53ea\u770b\u6548\u679c\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e09\u3001\u591a\u6a21\u6001\u4e0e\u7269\u7406 AI&#xff1a;\u4ece\u6570\u5b57\u5185\u5bb9\u5230\u771f\u5b9e\u4e16\u754c<\/h3>\n<h4>1. \u591a\u6a21\u6001 AI \u5b9e\u7528\u5316<\/h4>\n<ul>\n<li>\u6a21\u578b\u80fd\u540c\u65f6\u5904\u7406\u6587\u672c\u3001\u56fe\u7247\u3001\u97f3\u9891\u3001\u89c6\u9891\u30013D \u70b9\u4e91\u7b49&#xff0c;\u652f\u6301\u767e\u4e07\u7ea7 Token \u957f\u4e0a\u4e0b\u6587&#xff0c;\u628a\u4e00\u4e2a\u590d\u6742\u9879\u76ee\u7684\u6587\u6863\/\u56fe\u7eb8\/\u65e5\u5fd7\u653e\u5230\u540c\u4e00\u6a21\u578b\u91cc\u63a8\u7406\u3002<\/li>\n<li>\u4eba\u673a\u4ea4\u4e92\u4ece\u201c\u6253\u5b57\u95ee\u7b54\u201d\u53d8\u4e3a\u201c\u6240\u89c1\u5373\u6240\u5f97\u201d&#xff1a;\u6307\u7740\u5c4f\u5e55\/\u56fe\u7eb8\u95ee\u95ee\u9898\u3001\u5bf9\u89c6\u9891\u76f4\u63a5\u8ba9 AI \u5206\u6790\u4fee\u6539\u3002<\/li>\n<\/ul>\n<h4>2. \u4e16\u754c\u6a21\u578b &amp; \u5177\u8eab\u667a\u80fd<\/h4>\n<ul>\n<li>\u4e16\u754c\u6a21\u578b\u8ba9 AI \u80fd\u6a21\u62df\u7269\u7406\u89c4\u5f8b\u3001\u884c\u52a8\u540e\u679c&#xff0c;\u662f\u81ea\u52a8\u9a7e\u9a76\u3001\u673a\u5668\u4eba\u7b49\u201c\u7269\u7406 AI\u201d\u7684\u8ba4\u77e5\u57fa\u7840\u3002<\/li>\n<li>\u5177\u8eab\u667a\u80fd&#xff08;Embodied AI&#xff09;\u200b&#xff1a;\u673a\u5668\u4eba\u4ece\u5c01\u95ed\u5de5\u5382\u573a\u666f\u8d70\u5411\u5f00\u653e\u73af\u5883&#xff0c;\u5982\u4ed3\u50a8\u7269\u6d41\u3001\u5de1\u68c0\u3001\u517b\u8001\u62a4\u7406\u3001\u5bb6\u5ead\u670d\u52a1\u7b49\u3002 \u4e2d\u56fd\u5177\u8eab\u667a\u80fd\u516c\u53f8\u8d85\u8fc7 230 \u5bb6&#xff0c;\u5176\u4e2d\u4eba\u5f62\u673a\u5668\u4eba\u4f01\u4e1a 100&#043;&#xff0c;\u4f46 2026 \u5e74\u5f00\u59cb\u4f1a\u7ecf\u5386\u4e00\u8f6e\u201c\u6d17\u724c\u201d&#xff0c;\u80fd\u628a\u4eff\u771f\u3001\u4e16\u754c\u6a21\u578b\u3001\u5f3a\u5316\u5b66\u4e60\u505a\u6210\u95ed\u73af\u8fdb\u5316\u7684\u4f01\u4e1a\u624d\u6709\u673a\u4f1a\u6d3b\u4e0b\u6765\u3002<\/li>\n<\/ul>\n<p>\u5bf9\u5236\u9020\u4e1a\/\u673a\u5668\u4eba\u65b9\u5411\u7684\u5efa\u8bae&#xff1a;<\/p>\n<ul>\n<li>\u4e0d\u8981\u53ea\u505a\u201c\u5355\u4e00\u52a8\u4f5c Demo\u201d&#xff0c;\u800c\u8981\u56f4\u7ed5\u201c\u6570\u636e\u2013\u4eff\u771f\u2013\u4e16\u754c\u6a21\u578b\u2013\u5f3a\u5316\u5b66\u4e60\u201d\u5b8c\u6574\u94fe\u8def\u6253\u9020\u80fd\u529b\u3002<\/li>\n<li>\u5c3d\u65e9\u8003\u8651\u4e0e\u4e0a\u6e38\u901a\u7528\u57fa\u7840\u6a21\u578b\u7684\u7ed3\u5408&#xff0c;\u800c\u4e0d\u662f\u81ea\u5efa\u4e00\u5207\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>\u56db\u3001AI \u5e94\u7528\u4e0e\u5546\u4e1a\u5316&#xff1a;\u4ece\u6982\u5ff5\u9a8c\u8bc1\u5230\u201c\u53ef\u91cf\u5316\u4ef7\u503c\u201d<\/h3>\n<h4>1. \u4f01\u4e1a\u7ea7 AI&#xff1a;\u7a7f\u8d8a\u201c\u5e7b\u706d\u4f4e\u8c37\u201d<\/h4>\n<ul>\n<li>\u6d77\u91cf PoC&#xff08;\u6982\u5ff5\u9a8c\u8bc1&#xff09;\u4e4b\u540e&#xff0c;\u5f88\u591a\u4f01\u4e1a\u53d1\u73b0&#xff1a;\n<ul>\n<li>\u771f\u6b63\u80fd\u843d\u5730\u7684\u573a\u666f\u4e0d\u591a&#xff1b;<\/li>\n<li>\u6570\u636e\u6cbb\u7406\u3001\u6210\u672c\u3001\u6d41\u7a0b\u6539\u9020\u662f\u74f6\u9888&#xff1b;<\/li>\n<li>\u201c\u6709 demo\u3001\u6ca1\u6536\u76ca\u201d\u5f88\u5e38\u89c1\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u62a5\u544a\u9884\u6d4b&#xff1a;2026 \u5e74\u4e0a\u534a\u5e74\u662f\u201c\u5e7b\u706d\u4f4e\u8c37\u671f\u201d&#xff0c;\u4e0b\u534a\u5e74\u4f1a\u51fa\u73b0 V \u578b\u53cd\u8f6c&#xff0c;\u51fa\u73b0\u4e00\u6279\u80fd\u6e05\u6670\u7b97\u8d26\u7684\u5782\u76f4\u884c\u4e1a MVP&#xff08;\u6700\u5c0f\u53ef\u884c\u4ea7\u54c1&#xff09;\u3002<\/li>\n<\/ul>\n<p>\u53ef\u884c\u7b56\u7565&#xff1a;<\/p>\n<ul>\n<li>\u4ece\u201c\u9ad8\u9891\u3001\u521a\u9700\u3001\u6d41\u7a0b\u6e05\u6670\u3001\u6570\u636e\u76f8\u5bf9\u5e72\u51c0\u201d\u7684\u5c0f\u573a\u666f\u5207\u5165&#xff08;\u5982\u5ba2\u670d\u8d28\u68c0\u3001\u8d22\u52a1\u5bf9\u8d26\u3001\u4ee3\u7801\u5ba1\u67e5\u3001\u8bbe\u5907\u5de1\u68c0&#xff09;&#xff1b;<\/li>\n<li>\u4ee5\u201c\u8282\u7701\u4eba\u529b\u5de5\u65f6\/\u51cf\u5c11\u9519\u8bef\u7387\/\u7f29\u77ed\u5468\u671f\u201d\u4e3a KPI \u8bbe\u8ba1\u9879\u76ee&#xff0c;\u800c\u4e0d\u662f\u4ee5\u201c\u521b\u65b0\u5c55\u793a\u201d\u4e3a\u76ee\u6807\u3002<\/li>\n<\/ul>\n<h4>2. C \u7aef&#xff1a;\u8d85\u7ea7\u5165\u53e3\u4e0e\u539f\u751f AI \u7ec8\u7aef<\/h4>\n<ul>\n<li>\u6d77\u5916&#xff1a;OpenAI ChatGPT\u3001Google Gemini \u7b49\u591a\u6a21\u6001\u8d85\u7ea7\u5e94\u7528&#xff1b;<\/li>\n<li>\u56fd\u5185&#xff1a;\u5934\u90e8\u4e92\u8054\u7f51\u516c\u53f8\u5728\u6253\u9020\u201cAll in One\u201d\u5f0f AI \u8d85\u7ea7\u5165\u53e3&#xff08;\u96c6\u804a\u5929\u3001\u641c\u7d22\u3001\u529e\u516c\u3001\u521b\u4f5c\u3001\u751f\u6d3b\u670d\u52a1\u4e8e\u4e00\u4f53&#xff09;\u3002<\/li>\n<li>\u7ec8\u7aef\u4fa7&#xff1a;\n<ul>\n<li>2026 \u5e74\u9884\u8ba1 AI \u624b\u673a\u51fa\u8d27 15 \u4ebf\u90e8&#xff0c;AI PC \u5360\u6bd4\u8d85 40%&#xff0c;\u7ec8\u7aef NPU \u7b97\u529b\u6fc0\u589e&#xff1b;<\/li>\n<li>\u8d8a\u6765\u8d8a\u591a\u80fd\u529b\u4e0d\u5fc5\u4e0a\u4e91&#xff0c;\u5728\u672c\u5730\u5b9e\u65f6\u5b8c\u6210&#xff08;\u9690\u79c1\u4e0e\u5ef6\u8fdf\u4f18\u52bf&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u5bf9 ToC \u521b\u4e1a\/\u4ea7\u54c1\u7684\u63d0\u793a&#xff1a;<\/p>\n<ul>\n<li>\u72ec\u7acb App \u7684\u751f\u5b58\u7a7a\u95f4\u5728\u7f29\u5c0f&#xff0c;\u66f4\u73b0\u5b9e\u7684\u8def\u5f84\u662f&#xff1a;\n<ul>\n<li>\u6210\u4e3a\u201c\u8d85\u7ea7\u5165\u53e3\u201d\u7684\u63d2\u4ef6\/\u670d\u52a1&#xff1b;<\/li>\n<li>\u6216\u6df1\u8015\u7279\u5b9a\u5782\u76f4\u9886\u57df&#xff08;\u5982\u5f8b\u5e08\u3001\u533b\u751f\u3001\u8bbe\u8ba1\u5e08\u4e13\u7528 AI \u5de5\u4f5c\u53f0&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\u4e94\u3001\u6570\u636e\u4e0e\u5408\u6210\u6570\u636e&#xff1a;\u4ece\u201c\u6709\u591a\u5c11\u201d\u5230\u201c\u591a\u597d\u7528\u201d<\/h3>\n<h4>1. \u884c\u4e1a\u9ad8\u8d28\u91cf\u6570\u636e\u96c6<\/h4>\n<ul>\n<li>\u5230 2025 \u5e74&#xff0c;\u4e2d\u56fd\u91cd\u70b9\u884c\u4e1a\u9ad8\u8d28\u91cf\u6570\u636e\u96c6\u8d85\u8fc7 500 \u4e2a&#xff0c;\u6570\u636e\u6807\u6ce8\u4ea7\u503c\u7ea6 163 \u4ebf\u5143&#xff0c;78% \u6807\u6ce8\u4f01\u4e1a\u8f6c\u5411\u6df1\u8015\u884c\u4e1a\u6570\u636e\u96c6\u3002<\/li>\n<li>\u6570\u636e\u6807\u6ce8\u6b63\u4ece\u201c\u4eba\u529b\u5bc6\u96c6\u578b\u6253\u6807\u7b7e\u201d\u8f6c\u4e3a\u201c\u77e5\u8bc6\u5bc6\u96c6\u578b\u5efa\u77e5\u8bc6\u5e93\u201d\u3002<\/li>\n<\/ul>\n<h4>2. \u5408\u6210\u6570\u636e\u5d1b\u8d77<\/h4>\n<ul>\n<li>\u9ad8\u8d28\u91cf\u771f\u5b9e\u6570\u636e\u5f00\u59cb\u201c\u67af\u7aed\u201d&#xff0c;\u9690\u79c1\u548c\u5408\u89c4\u9650\u5236\u4f7f\u5f97\u5f88\u591a\u6570\u636e\u96be\u4ee5\u76f4\u63a5\u7528\u4e8e\u8bad\u7ec3[1]\u3002<\/li>\n<li>\u5408\u6210\u6570\u636e&#xff0c;\u5c24\u5176\u662f\u57fa\u4e8e\u4e16\u754c\u6a21\u578b\u3001\u4eff\u771f\u73af\u5883\u751f\u6210\u7684\u6570\u636e&#xff0c;\u5728\u81ea\u52a8\u9a7e\u9a76\u3001\u673a\u5668\u4eba\u7b49\u9886\u57df\u6210\u4e3a\u6838\u5fc3\u8bad\u7ec3\u71c3\u6599&#xff1a;\n<ul>\n<li>\u663e\u8457\u964d\u4f4e\u6570\u636e\u91c7\u96c6\u6210\u672c&#xff1b;<\/li>\n<li>\u53ef\u7cbe\u51c6\u63a7\u5236\u957f\u5c3e\u573a\u666f\u4e0e\u6781\u7aef\u5de5\u51b5\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u4f01\u4e1a\u5b9e\u8df5\u8981\u70b9&#xff1a;<\/p>\n<ul>\n<li>\u5728\u5408\u6210\u6570\u636e\u4e0a\u5efa\u7acb\u8d28\u91cf\u5ea6\u91cf\u548c\u771f\u5b9e\u6027\u8bc4\u4f30\u673a\u5236&#xff0c;\u5426\u5219\u5bb9\u6613\u201c\u5783\u573e\u6570\u636e\u5806\u5927\u6a21\u578b\u201d&#xff1b;<\/li>\n<li>\u628a\u201c\u6570\u636e\u6cbb\u7406&#xff08;\u8d28\u91cf\u3001\u6743\u9650\u3001\u6eaf\u6e90&#xff09;\u201d\u5f53\u6210\u548c\u201c\u6a21\u578b\u7814\u53d1\u201d\u540c\u7b49\u91cd\u8981\u7684\u5de5\u7a0b\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>\u516d\u3001\u884c\u4e1a\u6df1\u5ea6\u878d\u5408&#xff1a;AI \u6210\u4e3a\u201c\u65b0\u8d28\u751f\u4ea7\u529b\u201d\u6838\u5fc3\u5f15\u64ce<\/h3>\n<h4>1. \u5236\u9020\u4e1a\u4e0e\u5de5\u4e1a<\/h4>\n<ul>\n<li>\u5236\u9020\u4e1a\u4e2d&#xff0c;AI \u5e94\u7528\u6b63\u4ece\u5ba2\u670d\u3001\u8fd0\u8425\u8f6c\u5411\u7814\u53d1\u3001\u751f\u4ea7\u6838\u5fc3\u73af\u8282&#xff1a;\n<ul>\n<li>\u7814\u53d1&#xff1a;\u914d\u65b9\/\u6750\u6599\u5927\u6a21\u578b&#xff0c;\u52a0\u901f\u65b0\u6750\u6599\u3001\u65b0\u5de5\u827a\u63a2\u7d22&#xff1b;<\/li>\n<li>\u751f\u4ea7&#xff1a;\u8bbe\u5907\u9884\u6d4b\u6027\u7ef4\u62a4\u3001\u826f\u7387\u4f18\u5316\u3001\u80fd\u8017\u4f18\u5316&#xff1b;<\/li>\n<li>\u8d28\u68c0&#xff1a;\u89c6\u89c9\u8d28\u68c0\u66ff\u4ee3\u5927\u91cf\u4eba\u5de5&#xff0c;\u884c\u4e1a\u62a5\u544a\u63d0\u5230\u90e8\u5206\u573a\u666f\u8d28\u68c0\u6210\u672c\u53ef\u4e0b\u964d 40% \u5de6\u53f3\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u653f\u7b56\u76ee\u6807&#xff1a;\u5230 2027 \u5e74\u5f62\u6210\u201c\u4eba\u5de5\u667a\u80fd&#043;\u5236\u9020\u201d\u5178\u578b\u573a\u666f 500 \u4e2a\u3001\u884c\u4e1a\u5927\u6a21\u578b\u5168\u8986\u76d6\u3002<\/li>\n<\/ul>\n<h4>2. \u533b\u7597\u5065\u5eb7<\/h4>\n<ul>\n<li>AI \u7528\u4e8e&#xff1a;\n<ul>\n<li>\u5f71\u50cf\u8f85\u52a9\u8bca\u65ad\u3001\u5fc3\u7535\/\u5fc3\u97f3\u667a\u80fd\u5206\u6790&#xff1b;<\/li>\n<li>\u836f\u7269\u53d1\u73b0&#xff08;\u5982\u9884\u6d4b\u81f4\u75c5\u7a81\u53d8\u3001\u65b0\u6750\u6599\/\u65b0\u9176\u8bbe\u8ba1&#xff09;&#xff1b;<\/li>\n<li>\u5eb7\u590d\u76d1\u6d4b\u4e0e\u4e2a\u6027\u5316\u968f\u8bbf\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u91cd\u8981\u53d8\u5316\u662f&#xff1a;\u4ece\u201c\u79d1\u7814\u8bba\u6587\u7ea7 Demo\u201d\u8f6c\u5411\u201c\u5e38\u89c4\u4e34\u5e8a\u5de5\u5177\u201d\u3002<\/li>\n<\/ul>\n<h4>3. \u5176\u4ed6\u91cd\u70b9\u9886\u57df<\/h4>\n<ul>\n<li>\u91d1\u878d&#xff1a;\u5b9e\u65f6\u98ce\u63a7\u3001\u53cd\u6b3a\u8bc8\u3001\u667a\u80fd\u6295\u987e\u3001\u5408\u89c4\u6587\u6863\u5ba1\u67e5&#xff1b;<\/li>\n<li>\u6559\u80b2&#xff1a;\u4e2a\u6027\u5316\u6559\u6848\u3001\u4f5c\u4e1a\u6279\u6539\u3001\u5b66\u4e60\u8def\u5f84\u63a8\u8350&#xff0c;AI \u7d20\u517b\u6210\u4e3a\u57fa\u7840\u6280\u80fd&#xff1b;<\/li>\n<li>\u653f\u52a1\u4e0e\u57ce\u5e02\u6cbb\u7406&#xff1a;\u57ce\u5e02\u201c\u6570\u5b57\u5927\u8111\u201d\u3001\u89c6\u9891\u667a\u80fd\u5de1\u68c0\u3001\u6865\u6881\/\u9053\u8def\u5f02\u5e38\u884c\u4e3a\u8bc6\u522b\u3001\u7f51\u683c\u5316\u6cbb\u7406[7]\u3002<\/li>\n<\/ul>\n<p>\u7ed9\u4f20\u7edf\u4f01\u4e1a\u7684\u843d\u5730\u5efa\u8bae&#xff1a;<\/p>\n<li>\u5148\u9009 1\u20133 \u4e2a\u53ef\u91cf\u5316\u6536\u76ca\u6700\u6e05\u6670\u7684\u573a\u666f\u8bd5\u70b9&#xff1b;<\/li>\n<li>\u5efa\u7acb\u8de8\u90e8\u95e8\u201c\u5c0f\u524d\u53f0\u5927\u4e2d\u53f0\u201d\u7684\u6570\u636e\u4e0e\u6a21\u578b\u80fd\u529b\u4e2d\u5fc3&#xff1b;<\/li>\n<li>\u628a\u201c\u667a\u80fd\u4f53 &#043; \u884c\u4e1a\u6d41\u7a0b &#043; \u6570\u636e\u6cbb\u7406\u201d\u4e00\u8d77\u8bbe\u8ba1&#xff0c;\u800c\u975e\u96f6\u6563\u4e70\u5de5\u5177\u3002<\/li>\n<hr \/>\n<h3>\u4e03\u3001\u6cbb\u7406\u3001\u5b89\u5168\u4e0e\u4f26\u7406&#xff1a;\u4ece\u201c\u8ddf\u7740\u6280\u672f\u8dd1\u201d\u5230\u201c\u524d\u7f6e\u8bbe\u8ba1\u201d<\/h3>\n<h4>1. \u5168\u7403\u6cbb\u7406\u683c\u5c40<\/h4>\n<ul>\n<li>\u4e2d\u56fd&#xff1a;\u5021\u8bae\u8bbe\u7acb\u4e16\u754c\u4eba\u5de5\u667a\u80fd\u5408\u4f5c\u7ec4\u7ec7&#xff0c;\u53d1\u5e03\u300a\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u6cbb\u7406\u6846\u67b6\u300b2.0&#xff0c;\u63a8\u52a8\u7cfb\u7edf\u5316\u3001\u6807\u51c6\u5316\u6cbb\u7406&#xff1b;<\/li>\n<li>\u7f8e\u56fd&#xff1a;\u4ee5\u201c\u521b\u65b0\u4f18\u5148\u201d\u4e3a\u5bfc\u5411&#xff0c;\u653e\u677e\u90e8\u5206\u76d1\u7ba1&#xff0c;\u52a0\u901f\u7b97\u529b\u4e0e\u57fa\u7840\u8bbe\u65bd\u6295\u8d44&#xff1b;<\/li>\n<li>\u6b27\u76df&#xff1a;\u5bf9\u300a\u4eba\u5de5\u667a\u80fd\u6cd5\u6848\u300b\u91c7\u53d6\u5dee\u5f02\u5316\u6267\u884c&#xff0c;\u5bf9\u6570\u636e\u5bc6\u96c6\u578b\u4f01\u4e1a\u76d1\u7ba1\u66f4\u4e25&#xff1b;<\/li>\n<li>\u5176\u4ed6\u4e9a\u6d32\u56fd\u5bb6&#xff08;\u97e9\u3001\u65e5\u7b49&#xff09;&#xff1a;\u201c\u8f7b\u89e6\u5f0f\u7acb\u6cd5\u201d&#xff0c;\u5f3a\u8c03\u652f\u6301\u521b\u65b0\u4e0e\u57fa\u672c\u98ce\u9669\u7ba1\u63a7\u5e73\u8861\u3002<\/li>\n<\/ul>\n<h4>2. \u5b89\u5168\u4e0e\u5bf9\u6297\u767d\u70ed\u5316<\/h4>\n<ul>\n<li>\u98ce\u9669\u7c7b\u578b\u4ece\u201c\u6a21\u578b\u5e7b\u89c9\u201d\u5347\u7ea7\u5230&#xff1a;\n<ul>\n<li>\u6570\u636e\u6295\u6bd2\u3001\u5bf9\u6297\u6837\u672c\u653b\u51fb&#xff1b;<\/li>\n<li>\u6df1\u5ea6\u4f2a\u9020&#xff08;Deepfake&#xff09;\u4e0e\u5927\u89c4\u6a21\u4fe1\u606f\u64cd\u63a7&#xff1b;<\/li>\n<li>\u667a\u80fd\u4f53\u6ee5\u7528\u4e0e\u8d8a\u6743\u8bbf\u95ee[2][3][9]\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u5e94\u5bf9\u65b9\u5411&#xff1a;\n<ul>\n<li>\u6a21\u578b\u56de\u8def\u8ffd\u8e2a\u3001\u5185\u5bb9\u6eaf\u6e90\u3001\u6c34\u5370\u4e0e\u6307\u7eb9\u6280\u672f&#xff1b;<\/li>\n<li>\u5b89\u5168\u8ba4\u8bc1&#xff08;\u5982\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u6a21\u578b\u5b89\u5168\u8ba4\u8bc1&#xff09;\u3001\u5206\u7ea7\u5206\u7c7b\u5408\u89c4\u8def\u5f84&#xff1b;<\/li>\n<li>\u884c\u4e1a\u6807\u51c6&#xff08;\u91d1\u878d\u3001\u533b\u7597\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u9886\u57df\u7684 AI \u89c4\u8303&#xff09;\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u5bf9\u4f7f\u7528\u65b9\u7684\u5b9e\u64cd\u8981\u70b9&#xff1a;<\/p>\n<ul>\n<li>\u5bf9\u4efb\u4f55\u201c\u8fdb\u5165\u751f\u4ea7\u73af\u5883\u201d\u7684 AI \u7cfb\u7edf&#xff0c;\u9ed8\u8ba4\u8981\u505a&#xff1a;\n<ul>\n<li>\u5a01\u80c1\u5efa\u6a21\u4e0e\u98ce\u9669\u8bc4\u4f30&#xff1b;<\/li>\n<li>\u6570\u636e\u6765\u6e90\u5ba1\u8ba1\u4e0e\u5185\u5bb9\u5b89\u5168\u63a7\u5236&#xff1b;<\/li>\n<li>\u4eba\u5728\u56de\u8def&#xff08;human-in-the-loop&#xff09;\u673a\u5236\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u9ad8\u98ce\u9669\u573a\u666f&#xff08;\u533b\u7597\u8bca\u65ad\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u91d1\u878d\u51b3\u7b56\u7b49&#xff09;\u5fc5\u987b\u6709\u8d23\u4efb\u8fb9\u754c\u6e05\u6670\u7684\u4eba\u5de5\u515c\u5e95\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>\u516b\u3001\u793e\u4f1a\u4e0e\u52b3\u52a8\u529b\u5e02\u573a&#xff1a;\u5c97\u4f4d\u5728\u53d8&#xff0c;\u4eba\u673a\u534f\u4f5c\u91cd\u6784<\/h3>\n<h4>1. \u5c31\u4e1a\u7ed3\u6784\u53d8\u5316<\/h4>\n<ul>\n<li>\u9884\u6d4b&#xff1a;2025\u20132030 \u5e74\u5168\u7403\u65b0\u589e\u5c97\u4f4d\u7ea6 1.7 \u4ebf\u4e2a&#xff0c;\u540c\u65f6\u7ea6 9200 \u4e07\u5c97\u4f4d\u88ab\u66ff\u4ee3&#xff0c;\u51c0\u589e\u7ea6 7800 \u4e07\u3002<\/li>\n<li>\u53d8\u5316\u7279\u70b9&#xff1a;\n<ul>\n<li>\u5e38\u89c4\u3001\u53ef\u6e05\u6670\u89c4\u5219\u5316\u7684\u77e5\u8bc6\u5de5\u4f5c\u5c97\u4f4d\u88ab\u81ea\u52a8\u5316\u66ff\u4ee3&#xff1b;<\/li>\n<li>\u9700\u8981\u521b\u9020\u529b\u3001\u4eba\u9645\u6c9f\u901a\u3001\u590d\u6742\u95ee\u9898\u89e3\u51b3\u7684\u5c97\u4f4d\u88ab AI \u589e\u5f3a&#xff1b;<\/li>\n<li>\u65b0\u804c\u4e1a\u51fa\u73b0&#xff1a;\u5982\u63d0\u793a\u5de5\u7a0b\u5e08\u3001AI \u96c6\u6210\u4e0e\u6cbb\u7406\u4e13\u5bb6\u3001AI \u5b89\u5168\u4e0e\u4f26\u7406\u987e\u95ee\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>2. \u5de5\u4f5c\u65b9\u5f0f\u7684\u6096\u8bba&#xff1a;\u77ed\u671f\u8d1f\u62c5\u3001\u957f\u671f\u6536\u76ca<\/h4>\n<ul>\n<li>\u5f15\u5165 AI \u7684\u65e9\u671f\u9636\u6bb5\u5f80\u5f80\u51fa\u73b0\u201c\u751f\u4ea7\u529b J \u66f2\u7ebf\u201d&#xff1a;\n<ul>\n<li>\u9700\u8981\u6295\u5165\u65f6\u95f4\u91cd\u6784\u6d41\u7a0b\u3001\u6e05\u6d17\u6570\u636e\u3001\u8bad\u7ec3\u5458\u5de5&#xff1b;<\/li>\n<li>AI \u8f93\u51fa\u9700\u8981\u4eba\u5de5\u5ba1\u6838&#xff0c;\u5bfc\u81f4\u201c\u77ed\u671f\u770b\u4f3c\u66f4\u5fd9\u201d\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u957f\u671f\u770b&#xff0c;\u5f53\u6d41\u7a0b\u548c\u6570\u636e\u57fa\u7840\u6253\u901a\u4e4b\u540e&#xff0c;\u624d\u4f1a\u51fa\u73b0\u660e\u663e\u6548\u7387\u7ea2\u5229\u3002<\/li>\n<\/ul>\n<p>\u4e2a\u4eba\u5c42\u9762\u7684\u884c\u52a8\u5efa\u8bae&#xff1a;<\/p>\n<ul>\n<li>\u82e5\u4f60\u662f\u666e\u901a\u804c\u573a\u4eba&#xff1a;\n<ul>\n<li>\u628a AI \u5f53\u6210\u201c\u6807\u914d\u5de5\u5177\u201d\u800c\u975e\u201c\u9ad8\u79d1\u6280\u73a9\u5177\u201d&#xff1b;<\/li>\n<li>\u7cfb\u7edf\u6027\u63d0\u5347\u4e09\u7c7b\u80fd\u529b&#xff1a;\n<li>\u4f7f\u7528 AI 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