{"id":3780,"date":"2026-01-30T22:33:48","date_gmt":"2026-01-30T22:33:48","guid":{"rendered":"https:\/\/umaax.com\/manusmeiyoumimi70yepptjieduaiagentpdfmianfeixiazai\/"},"modified":"2026-01-30T22:33:48","modified_gmt":"2026-01-30T22:33:48","slug":"manusmeiyoumimi70yepptjieduaiagentpdfmianfeixiazai","status":"publish","type":"post","link":"https:\/\/umaax.com\/en\/manusmeiyoumimi70yepptjieduaiagentpdfmianfeixiazai\/","title":{"rendered":"\u300aManus\u6ca1\u6709\u79d8\u5bc6\u300b70\u9875PPT\u89e3\u8bfbAI Agent\uff08PDF\u514d\u8d39\u4e0b\u8f7d\uff09"},"content":{"rendered":"<h2>\u300aManus\u6ca1\u6709\u79d8\u5bc6\u300b\u7b80\u4ecb<\/h2>\n<p>\u300aManus\u6ca1\u6709\u79d8\u5bc6\u300b\u7531\u660e\u6d69\u8001\u5e08\u64b0\u5199\u7684\u89e3\u8bfb AI Agent \u768470\u9875PPT\uff0c\u4e3b\u8981\u4ecb\u7ecd\u4e86 AI Agent\uff08\u667a\u80fd\u4f53\uff09\u6280\u672f\u4eceL1\u5230L3\u7684\u8fc7\u7a0b\uff0c\u63a2\u8ba8\u4e86 AI Agent 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aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus4.png\"  alt=\"\" width=\"715\" height=\"402\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45032 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus3.png\"  alt=\"\" width=\"711\" height=\"400\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45033 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus2.png\"  alt=\"\" width=\"709\" height=\"399\" \/> <\/p>\n<h2>\u4eceL1\u5230L3\u7684\u53d1\u5c55\u5386\u7a0b<\/h2>\n<ul>\n<li><strong class=\"\">L1<\/strong>\uff1a\u57fa\u7840\u6a21\u578b\u9636\u6bb5\uff0c\u4e3b\u8981\u5173\u6ce8\u7b80\u5355\u4efb\u52a1\u7684\u5904\u7406\u3002<\/li>\n<li><strong class=\"\">L2<\/strong>\uff1a\u5f15\u5165\u4e86\u66f4\u590d\u6742\u7684\u4efb\u52a1\u5904\u7406\u548c\u5de5\u5177\u7684\u4f7f\u7528\uff0c\u5982\u591a\u6b65\u63a8\u7406\u548c\u591a\u6a21\u6001\u4ea4\u4e92\u3002<\/li>\n<li><strong class=\"\">L3<\/strong>\uff1a\u8ffd\u6c42\u901a\u7528\u6027\u548c\u5bf9\u4efb\u610f\u4efb\u52a1\u7684\u5904\u7406\u80fd\u529b\uff0c\u5f3a\u8c03Agent\u7684\u81ea\u4e3b\u6027\u548c\u5bf9\u590d\u6742\u4efb\u52a1\u7684\u62c6\u89e3\u4e0e\u6267\u884c\u3002<\/li>\n<\/ul>\n<p> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45036 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus6.png\"  alt=\"\" width=\"696\" height=\"392\" \/> <img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45037 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus5.png\"  alt=\"\" width=\"702\" height=\"395\" \/> <\/p>\n<h2>\u5b9e\u73b0\u539f\u7406\u4e0e\u6280\u672f\u5b9e\u73b0<\/h2>\n<div class=\"paragraph\">\u63a2\u8ba8\u4e86Agent\u5b9e\u73b0\u7684\u6280\u672f\u539f\u7406\uff0c\u5305\u62ec\u9884\u8bad\u7ec3\u6a21\u578b\u3001\u5f3a\u5316\u5b66\u4e60\u3001\u5c11\u6837\u672c\u5b66\u4e60\u7b49\u6280\u672f\u7684\u5e94\u7528\u3002\u7279\u522b\u63d0\u5230\u4e86\u201cLess structure\u201d\uff08\u5c11\u7ed3\u6784\u5316\uff09\u7684\u6982\u5ff5\uff0c\u5f3a\u8c03\u8ba9\u6a21\u578b\u81ea\u4e3b\u63a2\u7d22\u601d\u8003\u8303\u5f0f\u7684\u91cd\u8981\u6027\uff0c\u4e0d\u662f\u4f9d\u8d56\u4e8e\u8fc7\u5ea6\u7684\u7ed3\u6784\u5316\u65b9\u6cd5\u3002<\/div>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45038 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus7.png\"  alt=\"\" width=\"707\" height=\"398\" \/><\/div>\n<h2>\u4f7f\u7528\u4f53\u9a8c\u4e0e\u7528\u6237\u611f\u77e5<\/h2>\n<p class=\"paragraph\">\u4ece\u7528\u6237\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u8ba8\u8bba\u4e86\u4f7f\u7528Agent\u7684\u4f53\u9a8c\u548c\u611f\u77e5\u3002\u901a\u8fc7\u5177\u4f53\u7684\u4f7f\u7528\u6848\u4f8b\uff0c\u5c55\u793a\u4e86Agent\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u4f18\u52bf\u548c\u4e0d\u8db3\u3002\u4f8b\u5982\uff0cManus\u5728\u5904\u7406\u590d\u6742\u4efb\u52a1\u65f6\u8868\u73b0\u51fa\u8272\uff0c\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u4e5f\u53ef\u80fd\u51fa\u73b0\u6027\u80fd\u4e0b\u964d\u6216\u9519\u8bef\u3002<\/p>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45040 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus8.png\"  alt=\"\" width=\"711\" height=\"400\" \/><\/div>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45039 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus9.png\"  alt=\"\" width=\"708\" height=\"398\" \/><\/div>\n<h2>\u60ca\u559c\u4e0e\u5dee\u8ddd<\/h2>\n<div class=\"paragraph\">\u5bf9\u6bd4\u4e86Agent\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u8868\u73b0\u4e0e\u9884\u671f\u4e4b\u95f4\u7684\u5dee\u8ddd\uff0c\u5206\u6790\u4e86\u5f53\u524dAgent\u6280\u672f\u5b58\u5728\u7684\u95ee\u9898\u548c\u6311\u6218\u3002\u5c3d\u7ba1Agent\u5728\u590d\u6742\u4efb\u52a1\u5904\u7406\u3001\u591a\u6a21\u6001\u4ea4\u4e92\u7b49\u65b9\u9762\u53d6\u5f97\u4e86\u663e\u8457\u8fdb\u5c55\uff0c\u4f46\u5728\u67d0\u4e9b\u4efb\u52a1\u4e2d\u4ecd\u5b58\u5728\u6027\u80fd\u74f6\u9888\u3002<\/div>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45041 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus10.png\"  alt=\"\" width=\"714\" height=\"402\" \/><\/div>\n<h2>Manus\u7684\u8bde\u751f\u4e0e\u521b\u65b0<\/h2>\n<div class=\"paragraph\">\u91cd\u70b9\u4ecb\u7ecd\u4e86Manus\u8fd9\u4e00Agent\u4ea7\u54c1\u7684\u8bde\u751f\u80cc\u666f\u3001\u8bbe\u8ba1\u7406\u5ff5\u548c\u6280\u672f\u521b\u65b0\u3002Manus\u901a\u8fc7\u5176\u521b\u65b0\u7684\u4ea4\u4e92\u65b9\u5f0f\u548c\u5f3a\u5927\u7684\u4efb\u52a1\u5904\u7406\u80fd\u529b\uff0c\u5c55\u793a\u4e86Agent\u6280\u672f\u7684\u6f5c\u529b\u3002Manus\u7684\u8bbe\u8ba1\u7406\u5ff5\u662f\u8ba9\u7528\u6237\u901a\u8fc7\u7b80\u5355\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u5c31\u80fd\u5b8c\u6210\u590d\u6742\u7684\u4efb\u52a1\uff0c\u4e0d\u9700\u8981\u7528\u6237\u8fdb\u884c\u590d\u6742\u7684\u64cd\u4f5c\u3002<\/div>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45042 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus11.png\"  alt=\"\" width=\"713\" height=\"401\" \/><\/div>\n<h2>AI\u884c\u4e1a\u7684\u53d1\u5c55\u4e0e\u672a\u6765\u8d8b\u52bf<\/h2>\n<div class=\"paragraph\">\u6587\u7ae0\u7ad9\u5728\u884c\u4e1a\u7684\u9ad8\u5ea6\uff0c\u5206\u6790\u4e86AI\u884c\u4e1a\u5728\u8fc7\u53bb\u51e0\u5e74\u7684\u53d1\u5c55\u5386\u7a0b\uff0c\u4ee5\u53ca\u672a\u6765\u53ef\u80fd\u7684\u53d1\u5c55\u8d8b\u52bf\u3002\u8ba8\u8bba\u4e86\u5927\u6a21\u578b\u3001Agent\u6280\u672f\u3001\u591a\u6a21\u6001\u4ea4\u4e92\u7b49\u6280\u672f\u5bf9AI\u884c\u4e1a\u7684\u5f71\u54cd\uff0c\u4ee5\u53ca\u5982\u4f55\u63a8\u52a8AI\u6280\u672f\u7684\u8fdb\u4e00\u6b65\u53d1\u5c55\u548c\u5e94\u7528\u3002<\/div>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45044 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus12.png\"  alt=\"\" width=\"713\" height=\"401\" \/><\/div>\n<h2>\u5173\u4e8eAgent\u7684\u601d\u8003\u4e0e\u603b\u7ed3<\/h2>\n<div class=\"paragraph\">\u5bf9Agent\u7684\u6982\u5ff5\u3001\u6280\u672f\u5b9e\u73b0\u3001\u4f7f\u7528\u4f53\u9a8c\u7b49\u65b9\u9762\u8fdb\u884c\u4e86\u5168\u9762\u7684\u603b\u7ed3\u548c\u601d\u8003\u3002\u63d0\u51fa\u4e86\u5bf9Agent\u672a\u6765\u53d1\u5c55\u7684\u671f\u671b\u548c\u5efa\u8bae\uff0c\u5305\u62ec\u5982\u4f55\u63d0\u5347Agent\u7684\u901a\u7528\u6027\u3001\u6027\u80fd\u548c\u7528\u6237\u4f53\u9a8c\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u5e02\u573a\u7ade\u4e89\u4e2d\u5efa\u7acb\u4f18\u52bf\u3002<\/div>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-45043 aligncenter\" src=\"https:\/\/ai-bot.cn\/wp-content\/uploads\/2025\/03\/tutorials-manus13.png\"  alt=\"\" width=\"713\" height=\"401\" \/><\/div>\n<p>\u00a0<\/p>\n<h2>\u300aManus\u6ca1\u6709\u79d8\u5bc6\u300b\u9010\u5b57\u7a3f<\/h2>\n<div>\n<div class=\"paragraph\"><strong class=\"\">\u300aManus\u6ca1\u6709\u79d8\u5bc6\u2014\u201470\u9875PPT\u89e3\u8bfbAI Agent\u300b<\/strong><\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u5f15\u8a00<\/strong><\/div>\n<div class=\"paragraph\">\u5927\u5bb6\u597d\uff0c\u6211\u662f\u660e\u6d69\u3002\u6211\u7ffb\u4e86\u4e00\u4e0b\u81ea\u5df1\u5c0f\u5b87\u5b99\u7684\u540e\u53f0\uff0c\u8ddd\u79bb\u6211\u4e0a\u4e00\u6b21\u66f4\u65b0PPT\u7684solo\u535a\u5ba2\uff0c\u5e94\u8be5\u521a\u8fc7\u53bb\u534a\u4e2a\u591a\u6708\u7684\u65f6\u95f4\u3002\u4e0a\u4e00\u671f\uff0c\u6211\u8bb2\u7684\u662f\u5173\u4e8eDeepSeek\u7684\u5185\u5bb9\uff0c\u4ee5\u53ca\u5bf92025\u5e74\u6240\u6709Agent\u7684\u4e00\u4e9b\u9884\u671f\u3002\u4f46\u73b0\u5728\u56de\u5934\u53bb\u770b\uff0c\u4f1a\u53d1\u73b0\u6211\u5bf9Agent\u7684\u8bb2\u8ff0\u5728\u5f53\u65f6\u5176\u5b9e\u662f\u6709\u4e9b\u7a7a\u6cdb\u7684\u3002\u6211\u76f8\u5f53\u4e8e\u5728\u90a3\u4e2a\u65f6\u95f4\u70b9\uff0c\u9488\u5bf9\u90a3\u4e00\u7ae0\u8282\u7684\u5185\u5bb9\u505a\u4e86\u4e00\u4e9b\u8ba8\u5de7\u5f0f\u7684\u5904\u7406\u3002\u6240\u4ee5\uff0c\u90a3\u4e00\u6bb5\u5185\u5bb9\u56de\u5934\u6765\u770b\uff0c\u5176\u5b9e\u5e76\u6ca1\u6709\u592a\u591a\u7684\u89c2\u70b9\uff0c\u66f4\u50cf\u662f\u5df2\u6709\u4fe1\u606f\u7684\u6392\u5217\u7ec4\u5408\u3002<\/div>\n<div 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class=\"paragraph\">\u6211\u4eec\u6765\u8be6\u7ec6\u804a\u804aL1\u5230L3\u3002\u5176\u5b9e\u4e4b\u524d\u5728\u6574\u7406PPT\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6211\u5e76\u6ca1\u6709\u90a3\u4e48\u8be6\u7ec6\u5730\u89e3\u91ca\uff0c\u53ea\u662f\u5217\u4e86\u4e00\u4e9b\u95ee\u9898\u3002\u6bd4\u5982\uff0c\u6211\u4eec\u4eceLE\u7684Chatbot\u518d\u5f80\u524d\u63a8\uff0c\u57282014\u30012015\u5e74\u5174\u8d77\u7684\u90a3\u4e00\u6ce2AI 1.0\u5e74\u4ee3\u7684\u6a21\u578b\u516c\u53f8\uff0c\u5176\u5b9e\u4eca\u5929\u4e5f\u8fd8\u5728\uff0c\u6bd4\u5982\u4e2d\u56fd\u7684AS\u5c0f\u9f99\u3002\u90a3\u4e48\uff0c\u56de\u5934\u53bb\u60f3\u90a3\u4e2a\u5e74\u4ee3\u7684AI 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class=\"paragraph\">\u6211\u7684\u6838\u5fc3\u601d\u60f3\u5176\u5b9e\u5f88\u7b80\u5355\uff0c\u5c31\u662f\u521a\u624d\u6211\u95ee\u7684\u6211\u4eec\u4ece\u4e4b\u524d\u76841.0\u5e74\u4ee3\u5230\u4e86\u5927\u6a21\u578b\u5e74\u4ee3\uff0c\u7136\u540e\u4ece\u57fa\u7840\u5927\u6a21\u578b\u5230\u63a8\u7406\u6a21\u578b\uff0c\u5230\u4eca\u5929\u6211\u4eec\u53bb\u63a2\u8ba8Agent\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u5173\u952e\u8bcd\uff1a\u901a\u7528\u3001\u6280\u672f\u5b9e\u73b0\u3001\u7528\u6237\u611f\u77e5<\/strong><\/div>\n<div 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class=\"paragraph\">\u7b2c\u4e09\u4e2a\u5173\u952e\u8bcd\u53eb\u201c\u7528\u6237\u611f\u77e5\u201d\u3002\u4e5f\u5c31\u662f\u8bf4\u5bf9\u4e8e\u4e00\u4e2a\u7528\u6237\u800c\u8a00\uff0c\u4ed6\u600e\u4e48\u53bb\u611f\u77e5\u6280\u672f\u7684\u53d8\u5316\u3002\u5927\u5bb6\u7ecf\u5e38\u4f1a\u8bf4\u6240\u8c13\u7684\u201c\u554a\u54c8\u65f6\u523b\u201d\uff08Aha Moment\uff09\uff0c\u5c31\u662f\u7528\u6237\u54c7\u54e6\u4f1a\u50cf\u770b\u5230\u9b54\u6cd5\u4e00\u6837\uff0c\u90a3\u79cd\u65f6\u523b\u3002\u5bf9\u4e8e\u4e00\u4e2a\u666e\u901a\u4eba\u800c\u8a00\uff0c\u662f\u4e0d\u662f\u90a3\u4e48\u96be\u7406\u89e3\u7684\u4e00\u4ef6\u4e8b\u60c5\u3002\u7136\u540e\u4f60\u4f1a\u53d1\u73b0\u4eceL1\u5230L2\u5230L3\u7684\u8fc7\u7a0b\u4e2d\uff0c\u90fd\u5728\u7ecf\u5386\u4ece\u7b80\u5355\u53d8\u590d\u6742\u518d\u53d8\u7b80\u5355\u518d\u53d8\u590d\u6742\u7684\u8fc7\u7a0b\u3002\u6240\u4ee5\u5982\u679c\u603b\u7ed3\u6765\u770bL1\u5230L3\u7684\u6574\u4e2a\u8fc7\u7a0b\uff0c\u6211\u4f1a\u89c9\u5f97\u6709\u51e0\u4e2a\u5173\u952e\u8bcd\uff1a\u901a\u7528\u3001\u6280\u672f\u5b9e\u73b0\u3001\u7528\u6237\u611f\u77e5\u3002\u542c\u8d77\u6765\u6709\u70b9\u50cf\u795e\u68cd\uff0c\u5bf9\u5427\uff1f\u6211\u4eec\u4e00\u4e2a\u4e2a\u6765\u770b\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u901a\u7528\u6027\u7684\u91cd\u8981\u6027<\/strong><\/div>\n<div class=\"paragraph\">\u5148\u770b\u201c\u901a\u7528\u201d\u3002\u6211\u7528\u4e86\u4e00\u5f20\u521b\u65b0\u5de5\u573a\u57282015\u5e74\u521a\u6210\u7acb\u7684\u65f6\u5019\uff0c\u5f00\u590d\u8001\u5e08\u5728\u4e00\u6b21\u53d1\u5e03\u4f1a\u4e0a\u7684PPT\u7684\u4e00\u9875\u3002\u4ed6\u8bb2\u7684\u662fAI 2.0\u5c31\u662f\u5927\u6a21\u578b\u514b\u670d\u4e86AI 1.0\u5355\u9886\u57df\u548c\u591a\u6a21\u578b\u7684\u9650\u5236\u3002\u6bd4\u5982\u5728\u4e4b\u524d\u76841.0\u5e74\u4ee3\uff0c\u6211\u4eec\u662f\u7528\u5355\u4e00\u7684\u6570\u636e\u96c6\uff0c\u7136\u540e\u5728\u5355\u4e00\u7684\u573a\u666f\u4e0b\u8bad\u7ec3\u56fa\u5b9a\u7684\u6a21\u578b\u3002\u5230\u4e86\u5927\u6a21\u578b\u5e74\u4ee3\u53d8\u6210\u901a\u7528\u7684\uff0c\u5bf9\u5427\uff1f\u8fd9\u4e2a\u662f\u5728\u5927\u6a21\u578b\u5e74\u4ee3\u5c31\u51fa\u73b0\u7684\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u6280\u672f\u5b9e\u73b0\u7684\u8def\u5f84<\/strong><\/div>\n<div class=\"paragraph\">\u7136\u540e\u6211\u4eec\u662f\u600e\u4e48\u5230\u8fbeL2\u7684\u5462\uff1f\u5982\u679c\u5927\u5bb6\u6709\u5174\u8da3\u53ef\u4ee5\u53bb\u8be6\u7ec6\u56de\u770b\u6211\u4e4b\u524d\u8bb2DeepSeek\u90a3\u671f\u7684\u535a\u5ba2\u3002\u5728O1\u53d1\u5e03\u4e4b\u540e\uff0c\u4e16\u754c\u4e0a\u7684\u4e3b\u6d41\u6a21\u578b\u5382\u5546\u90fd\u5e0c\u671b\u590d\u73b0O1\u7684\u63a8\u7406\u6a21\u578b\u3002\u6240\u4ee5\u7528\u4e86\u4e24\u4e2a\u8def\u5f84\u6216\u4e24\u4e2a\u6280\u672f\u65b9\u6848\uff0c\u4e00\u4e2a\u53ebCOT\uff08\u601d\u7ef4\u94fe\uff09\uff0c\u5927\u5bb6\u4f1a\u8ba4\u4e3a\u8ba9\u5927\u6a21\u578b\u4ee5\u4e00\u6b65\u4e00\u6b65\u7684\u65b9\u5f0f\u53bb\u601d\u8003\u95ee\u9898\uff0c\u8fd9\u4e2a\u53eb\u601d\u7ef4\u94fe\u3002\u601d\u7ef4\u94fe\u51fa\u73b0\u4e4b\u540e\u5c31\u53d8\u6210\u4e00\u4e2a\u8bad\u7ec3\u7684\u8fc7\u7a0b\u5f53\u4e2d\uff0c\u6211\u4eec\u662f\u9488\u5bf9\u8fd9\u4e2a\u94fe\u6761\u7684\u6bcf\u4e00\u4e2a\u73af\u8282\u505a\u6fc0\u52b1\uff0c\u8fd8\u662f\u9488\u5bf9\u7ed3\u679c\u505a\u6fc0\u52b1\u3002\u6240\u4ee5\u5f53\u65f6\u6709\u4e00\u79cd\u8def\u7ebf\u65b9\u6848\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u8fc7\u7a0b\uff0c\u5c31\u662fPRI\uff08\u8fc7\u7a0b\u5956\u52b1\uff09\u3002<\/div>\n<div class=\"paragraph\">\u4f46\u6700\u540e\u7684\u7ed3\u679c\u544a\u8bc9\u5927\u5bb6\uff0c\u65e0\u8bba\u662f\u6700\u65e9\u6d6e\u73b0\u51fa\u6765\u7684Kimi\u7684O1\u8fd8\u662fDeepSeek\u7684RE\uff0c\u6211\u4eec\u53bb\u770b\u4ed6\u7684\u5f00\u6e90\u6587\u7ae0\u4ee5\u53ca\u4e00\u4e9b\u4ed6\u4eec\u7684\u5458\u5de5\u7684\u793e\u4ea4\u5a92\u4f53\u53d1\u5e03\uff0c\u6700\u540e\u8bc1\u660e\u662f\u5b8c\u5168\u53ea\u4f9d\u9760\u5bf9\u7ed3\u679c\u7684\u5f3a\u5316\u5b66\u4e60\u3002\u6211\u4eec\u8d70\u5230L2\u7684\u6574\u4e2a\u8fc7\u7a0b\uff0c\u5c31\u662f\u4e0d\u9700\u8981\u5728\u8fc7\u7a0b\u4e2d\u5bf9\u6a21\u578b\u672c\u8eab\u505a\u66f4\u591a\u7684\u9650\u5236\uff0c\u5c31\u8ddf\u5f53\u5e74\u963f\u5c14\u6cd5\u72d7\uff08AlphaGo\uff09\u51fa\u73b0\u963f\u5c14\u6cd5\u96f6\uff08AlphaZero\uff09\u4e00\u6837\u3002\u5c31\u662f\u4e0d\u9700\u8981\u8ddf\u4eba\u7c7b\u53bb\u5b66\u4e60\u68cb\u8c31\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5f97\u5230\u4e00\u4e2a\u66f4\u5f3a\u7684\u963f\u5c14\u6cd5\u56f4\u68cb\u6a21\u578b\uff0c\u5b83\u6446\u8131\u4e86\u4eba\u7684\u7ecf\u9a8c\u3002<\/div>\n<div class=\"paragraph\">DeepSeek\u4e5f\u662f\u4e00\u6837\u3002DeepSeek\u7684\u57fa\u7840\u6a21\u578b\u53ebV3\uff0c\u57fa\u4e8eV3\u7684\u6a21\u578b\u80fd\u529b\u505a\u5f3a\u5316\u5b66\u4e60\uff0c\u4ec5\u4ec5\u9488\u5bf9\u6a21\u578b\u672c\u8eab\u7684\u7ed3\u679c\u505a\u5956\u52b1\uff0c\u5c31\u51fa\u73b0\u4e86RE Zero\uff0c\u5c31\u8ddf\u963f\u5c14\u6cd5\u96f6\u4e00\u6837\u3002\u8fd9\u662f\u6211\u4eec\u8d70\u5230L2\u7684\u6574\u4e2a\u8fc7\u7a0b\u3002\u7136\u540e\u4eceRE Zero\u518d\u7ecf\u8fc7\u4e00\u70b9\u70b9\u7684\u9884\u8bad\u7ec3\u3001\u7b80\u5355\u7684\u57fa\u7840\u4fe1\u606f\u7684\u589e\u52a0\u4ee5\u53ca\u6570\u636e\u7684\u8c03\u6574\uff0c\u6211\u4eec\u51fa\u73b0\u4e86\u4eca\u5929\u6211\u4eec\u5728\u7528\u7684R1\u3002\u5e76\u4e14R1\u7684\u8bad\u7ec3\u65b9\u6848\u548c\u65b9\u5f0f\u540c\u65f6\u51fa\u73b0\u5728\u4e86Llama\u548cQwen\u4e0a\uff0c\u4e5f\u5bf9\u90a3\u51e0\u4e2a\u6a21\u578b\u63d0\u5347\u4e86\u6548\u7387\u3002\u8fd9\u662f\u6574\u4e2a\u6211\u4eec\u8d70\u5230L2\u7684\u8fc7\u7a0b\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u7528\u6237\u611f\u77e5\u7684\u53d8\u5316<\/strong><\/div>\n<div class=\"paragraph\">\u90a3\u4f60\u4f1a\u770b\u8fd9\u6837\u4e00\u4e2a\u8fc7\u7a0b\u6765\u8bf4\uff0c\u4f60\u4f1a\u53d1\u73b0\u8fd9\u662f\u4e00\u4e2a\u7eaf\u6280\u672f\u8def\u7ebf\u7684\u6a21\u578b\u5c42\u7684\u5b9e\u65bd\u3002\u90a3\u5728\u7528\u6237\u5c42\u662f\u4ec0\u4e48\u5462\uff1f\u6211\u6709\u4e00\u4e2a\u8bf4\u6cd5\u53eb\u201c\u7528\u6237\u9700\u8981magic\u201d\uff0c\u5c31\u8ddfAha Moment\u4e00\u6837\u3002Moment\u662f\u4ec0\u4e48\uff1f\u5c31\u662f\u7528\u6237\u4f5c\u4e3a\u4e00\u4e2a\u975e\u6280\u672f\u4eba\u5458\u975e\u5e38\u6e05\u6670\u5730\u770b\u89c1\u4e86\uff0c\u770b\u89c1\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002<\/div>\n<div class=\"paragraph\">\u6211\u4eec\u56de\u5934\u6765\u770bL1\u7684\u5e74\u4ee3\uff0cChatGPT\u53d1\u5e03\u7684\u65f6\u5019\uff0c\u4f5c\u4e3a\u7528\u6237\u6765\u8bb2\u4ed6\u770b\u89c1\u4e86\u4ec0\u4e48\uff1f\u8bf4\u5f97\u8d64\u88f8\u4e00\u70b9\uff0c\u4ed6\u770b\u89c1\u4e86\u673a\u5668\u5728\u201c\u5410\u5b57\u513f\u201d\uff0c\u5c31\u8fd9\u4e48\u7b80\u5355\uff0c\u5bf9\u5427\uff1f\u90a3L2\u7684\u65f6\u4ee3\u5c31\u662fO1\u6216\u8005DeepSeek R1\u7684\u65f6\u5019\uff0c\u7528\u6237\u770b\u89c1\u4e86\u4ec0\u4e48\uff1f\u7528\u6237\u770b\u89c1\u4e86\u6a21\u578b\u5728\u63a8\u7406\u3002\u540c\u6837\u8fd9\u4e2a\u903b\u8f91\u5f80\u4e0b\u63a8\uff0cL3\u5982\u679c\u662fAgent\uff0c\u6216\u8005\u8bf4\u90a3\u4e2aAha Moment\u51fa\u73b0\u5728Agent\u8fd9\u4e2a\u677f\u5757\u91cc\uff0c\u90a3\u4e5f\u5e94\u8be5\u662f\u4e00\u4e2a\u7528\u6237\u770b\u89c1\u4e86\u4ec0\u4e48\u4e1c\u897f\uff0c\u5bf9\u5427\uff1f\u7528\u6237\u9700\u8981magic\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u7b80\u5355\u4e0e\u590d\u6742\u7684\u53d8\u5316<\/strong><\/div>\n<div class=\"paragraph\">\u7136\u540e\u518d\u8bf4\u521a\u624d\u6211\u4eec\u63d0\u5230\u7684\u4e00\u4e2a\u5173\u952e\u8bcd\u53eb\u201c\u7b80\u5355\u590d\u6742\u201d\uff0c\u8fd9\u662f\u4e00\u4e2a\u91cd\u590d\u7684\u8fc7\u7a0b\u3002\u6211\u4eec\u770bL1\u5e74\u4ee3\uff0cChatGPT\u521a\u53d1\u7684\u65f6\u5019\uff0c\u6240\u6709\u4eba\u90fd\u8bf4\u6211\u4eec\u53ea\u9700\u8981\u81ea\u7136\u8bed\u8a00\u5c31\u53ef\u4ee5\u8ddf\u5927\u6a21\u578b\u4ea4\u4e92\u3002\u4f46\u4f60\u53d1\u73b0\u9700\u8981\u51fa\u73b0\u975e\u5e38\u590d\u6742\u7684\u63d0\u793a\u8bcd\u5de5\u7a0b\uff0c\u5bf9\u5427\uff1f\u4f60\u9700\u8981\u63cf\u8ff0\u975e\u5e38\u591a\uff0c\u751a\u81f3\u6709\u4e25\u683c\u7684\u683c\u5f0f\u53bb\u7ed9\u6a21\u578b\u505a\u523a\u6fc0\uff0c\u4ed6\u624d\u4f1a\u7ed9\u4f60\u597d\u7684\u7b54\u6848\u3002\u7136\u540e\u8fd9\u662fL1\u3002\u4e3a\u4e86\u5230L2\u7684\u65f6\u5019\uff0c\u6211\u4eec\u521a\u624d\u8bb2\u4e86\u524d\u9762\u53c8\u51fa\u73b0\u4e86\u601d\u7ef4\u94fe\uff0c\u5bf9\u5427\uff1f\u6211\u5e0c\u671b\u8ba9\u6a21\u578b\u4e00\u6b65\u4e00\u6b65\u601d\u8003\uff0c\u7136\u540eR2\u771f\u7684\u5b9e\u73b0\u7684\u65f6\u5019\uff0c\u4f60\u53d1\u73b0\u6211\u4eec\u73b0\u5728\u5728\u7528\u6bd4\u5982DeepSeek\u7684RE\u5404\u79cd\u5404\u6837\u7684\u63a8\u7406\u6a21\u578b\u7684\u65f6\u5019\uff0c\u611f\u89c9\u90a3\u4e2a\u63d0\u793a\u8bcd\u5de5\u7a0b\u4e5f\u4e0d\u592a\u9700\u8981\u4e86\u3002\u6a21\u578b\u81ea\u5df1\u53ef\u80fd\u4f1a\u7406\u89e3\uff0c\u4f46\u8bad\u7ec3R\u7684\u8fc7\u7a0b\u5176\u5b9e\u662f\u4e00\u4e2a\u5927\u5bb6\u53bb\u8dd1\u4e00\u4e9b\u5f2f\u8def\u7684\u8fc7\u7a0b\u3002<\/div>\n<div class=\"paragraph\">\u6709\u5f88\u591a\u516c\u53f8\u5f88\u591a\u5382\u5546\u7528\u7684\u8fc7\u7a0b\u6fc0\u70c8\u7684\u65b9\u5f0f\u3002\u7136\u540e\u73b0\u5728\u6211\u4eec\u8981\u53bbL3\u4e86\uff0c\u8981\u505aAgent\u4e86\u3002\u4f60\u4f1a\u53d1\u73b0\u5f88\u591a\u5382\u5546\u5728\u5c1d\u8bd5\u7528\u53ebworkflow\uff08\u5de5\u4f5c\u6d41\uff09\u7684\u65b9\u5f0f\u6765\u5b9a\u4e49\u6a21\u578b\u7684\u6267\u884c\u3002\u5982\u679c\u4f9d\u7136\u5ef6\u7eed\u8fd9\u4e2a\u903b\u8f91\u6765\u8bb2\uff0c\u4ece\u7b80\u5355\u5230\u590d\u6742\u518d\u5230\u7b80\u5355\u518d\u5230\u590d\u6742\u518d\u5230\u7b80\u5355\uff0c\u90a3L3\u662f\u4e0d\u662f\u5e94\u8be5\u4e5f\u4e0d\u9700\u8981workflow\uff0c\u800c\u4e14\u4e5f\u4e0d\u5e94\u8be5\u9650\u5b9a\u573a\u666f\u3002\u56e0\u4e3a\u4f60\u4f1a\u53d1\u73b0\u8fc7\u53bb\u8fd9\u51e0\u6b21\u7684\u6280\u672f\u66f4\u8fed\uff0c\u4ece\u6280\u672f\u5b9e\u73b0\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u6211\u4eec\u7684\u8fd9\u79cd\u8def\u5f84\u4f9d\u8d56\u5f80\u5f80\u4f1a\u628a\u6211\u4eec\u5f15\u5230\u4e00\u4e9b\u5f2f\u8def\u4e0a\uff0c\u6700\u540e\u6210\u529f\u7684\u90fd\u4e0d\u662f\u4e00\u4e9b\u5f2f\u8def\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u603b\u7ed3L1\u5230L3\u7684\u8fc7\u7a0b<\/strong><\/div>\n<div class=\"paragraph\">\u603b\u7ed3\u4e00\u4e0b\u7b2c\u4e00\u5f20\u63b0\u5f00\u4e86\u63c9\u788e\u7684\u4eceL1\u5230L3\u3002\u7b2c\u4e00\u4e2a\u5173\u952e\u8bcd\u53eb\u201c\u901a\u7528\u201d\uff0c\u4e0d\u662f\u5782\u7c7b\uff0c\u4e0d\u9650\u5b9a\u5177\u4f53\u573a\u666f\uff0c\u4e0d\u8bbe\u7f6e\u8fb9\u754c\u3002\u5f53\u7136\u8fd9\u4f1a\u975e\u5e38\u96be\uff0c\u4e14\u521d\u671f\u7684\u5b9e\u73b0\u4e00\u5b9a\u662f\u4e0d\u5b8c\u7f8e\u7684\u3002\u901a\u7528\uff0c\u7b2c\u4e8c\uff0c\u8ba9\u5927\u6a21\u578b\u81ea\u5df1\u6765\uff0c\u4e0d\u8981\u5e72\u9884\uff0c\u4e0d\u8981\u52a0\u6dfb\u52a0\u6761\u4ef6\uff0c\u66f4\u5c11\u7684\u9650\u5236\uff0c\u66f4\u597d\u7684\u6fc0\u52b1\u3002\u5f53\u7136\u5bf9\u4e8e\u5728\u505a\u76f8\u5173\u5de5\u4f5c\u7684\u516c\u53f8\u800c\u8a00\uff0c\u6bd4\u8f83\u8003\u9a8c\u4ed6\u4eec\u7684\u662f\u6210\u672c\u8ddf\u7ed3\u679c\u4e4b\u95f4\u7684\u535a\u5f08\u3002\u7b2c\u4e09\uff0c\u8981\u50bb\u74dc\u5316\u64cd\u4f5c\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u7528\u6237\uff0c\u8981\u8ba9\u7528\u6237\u770b\u89c1\uff0c\u770b\u89c1\u54ea\u6015\u662f\u770b\u89c1\u5b9e\u73b0\u7684\u8fc7\u7a0b\u4e5f\u5f88\u91cd\u8981\uff0c\u4e0d\u80fd\u4e00\u6b21\u53c8\u4e00\u6b21\u5730\u8d70\u5165\u590d\u6742\u7684\u533a\u57df\u7684\u7528\u6237\uff0c\u90a3\u8fd8\u9700\u8981\u4ec0\u4e48\u5462\uff1f<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u8fdb\u5165\u7b2c\u4e8c\u7ae0\uff1aAgent\u7684\u5b9a\u4e49<\/strong><\/div>\n<div class=\"paragraph\">\u6211\u4eec\u8fdb\u5165\u7b2c\u4e8c\u7ae0\uff0c\u771f\u6b63\u610f\u4e49\u4e0a\u6211\u4eec\u53bb\u770b\u770bAgent\u3002\u521a\u624d\u5176\u5b9e\u5728\u524d\u9762\u7684L1\u5230L3\u7684\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u5176\u5b9e\u6709\u4e00\u4e9b\u7ed3\u8bba\u5df2\u7ecf\u6162\u6162\u663e\u73b0\u4e86\u3002\u6211\u4eec\u8fd8\u662f\u628a\u8fb9\u754c\u6536\u655b\u4e00\u70b9\uff0c\u5230\u8fd9\u4e00\u7ae0\u53eb\u5b9a\u4e49Agent\uff0c\u526f\u6807\u9898\u53eb\u201c\u4ece\u7279\u5f81\u5230\u770b\u89c1\u201d\u3002\u56e0\u4e3a\u4f60\u4f1a\u53d1\u73b0\u6211\u5728\u7b2c\u4e00\u7ae0\u7684\u8fc7\u7a0b\u4e2d\u8bb2\u5230\u4e86\u5f88\u591a\u7279\u5f81\uff0c\u5c31\u8ddf\u623f\u95f4\u91cc\u6709\u90a3\u53ea\u5927\u8c61\u4e00\u6837\uff0c\u6211\u4eec\u53ef\u4ee5\u63cf\u8ff0\u4ed6\u7684\u817f\u3001\u63cf\u8ff0\u5b83\u7684\u5c3e\u5df4\u3001\u63cf\u8ff0\u4ed6\u7684\u8033\u6735\u3001\u63cf\u8ff0\u4ed6\u7684\u9f3b\u5b50\uff0c\u90a3\u4e9b\u90fd\u662f\u4ed6\u7684\u7279\u5f81\u3002\u4f46\u662f\u4f60\u60f3\u5b8c\u6574\u610f\u4e49\u4e0a\u5b9a\u4e49\u90a3\u4e2a\u5927\u8c61\uff0c\u4f60\u9700\u8981\u770b\u89c1\u3002\u6211\u4eec\u8fd8\u662f\u4ece\u4e24\u4e2a\u6700\u4e0dAgent\u7684Agent\u65b9\u5411\u6765\u770b\u3002\u4e5f\u662f\u6211\u5728\u4e0a\u4e00\u671f\u7684DeepSeek\u7684PPT\u4e2d\u8bb2\u7684\u6bd4\u8f83\u591a\u7684\u4e24\u4e2a\u65b9\u5411\u3002\u4e00\u4e2a\u662f\u641c\u7d22\uff0c\u4e00\u4e2a\u662fcoding\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">AI\u641c\u7d22\u4e0eAgent\u7684\u5173\u7cfb<\/strong><\/div>\n<div class=\"paragraph\">\u6211\u4eec\u5148\u8bb2\u641c\u7d22\u3002\u4eca\u5929\u8fd9\u4e2a\u65f6\u95f4\u70b9\uff0c\u5934\u90e8\u7684AI\u641c\u7d22\u516c\u53f8\u6709Pop Lexi\u3001Jasper\u3001Kimi\uff0c\u56fd\u5185\u7684\u6bd4\u5982Meta\u3001Nanom\u3001\u77e5\u4e4e\u7b49\u5782\u7c7b\u7684\u5e73\u53f0\u3002\u90a3\u4f60\u4f1a\u53d1\u73b0\u9488\u5bf9AI\u641c\u7d22\u516c\u53f8\u4e5f\u6709\u5f88\u591a\u7684\u95ee\u9898\u3002\u4eceAI\u641c\u7d22\u516c\u53f8\u51fa\u73b0\u7684\u7b2c\u4e00\u5929\uff0c\u5f88\u591a\u4eba\u5c31\u4f1a\u95ee\uff0cAI\u641c\u7d22\u516c\u53f8\u9700\u8981\u6709\u81ea\u5df1\u7684\u6a21\u578b\u5417\uff1f\u5982\u679c\u6ca1\u6709\u7684\u8bdd\uff0c\u90a3\u4e0d\u5c31\u662f\u5957\u58f3\u5417\uff1f\u5bf9\u5427\uff1f\u90a3AI\u641c\u7d22\u7684\u673a\u4f1a\u5230\u5e95\u662f\u5c5e\u4e8e\u4f20\u7edf\u641c\u7d22\u5f15\u64ce\u516c\u53f8\u8fd8\u662f\u521d\u521b\u516c\u53f8\uff1f<\/div>\n<div class=\"paragraph\">\u8fd9\u4e00\u6ce2DeepSeek\u706b\u4e86\u4e4b\u540e\uff0c\u6240\u6709\u7684US\u516c\u53f8\u5168\u90e8\u90fd\u63a5\u4e86DeepSeek\u3002\u5927\u5bb6\u7684\u533a\u522b\u662f\u4ec0\u4e48\uff1f\u4fe1\u606f\u6e90\u7684\u5dee\u522b\u771f\u7684\u80fd\u591f\u5e26\u6765\u6301\u4e45\u7684\u7ade\u4e89\u4f18\u52bf\u5417\uff1f\u4ea7\u54c1\u8bbe\u8ba1\u4e0a\u80fd\u591f\u62c9\u5f00\u7edd\u5bf9\u7684\u5dee\u8ddd\u5417\uff1f<\/div>\n<div class=\"paragraph\">\u5f00\u6e90\u7684AI\u641c\u7d22\u65b9\u6848\u4f3c\u4e4e\u4e5f\u6709\u5f88\u591a\uff0c\u4ece\u5de5\u7a0b\u5b9e\u73b0\u7684\u89d2\u5ea6\u6765\u8bb2\uff0c\u611f\u89c9\u4e5f\u6ca1\u6709\u4ec0\u4e48\u96be\u5ea6\u3002\u540c\u65f6\u4e13\u95e8\u505a\u6cd5\u5f8b\u3001\u91d1\u878d\u3001\u533b\u7597\u7b49\u5782\u76f4\u65b9\u5411\u7684\u4e00\u4e9b\u641c\u7d22\u662f\u5426\u6709\u610f\u4e49\uff1f\u4f60\u542c\u5230\u8fd9\u4e9b\u5206\u6790\u7684\u65f6\u5019\uff0c\u4f1a\u4e0d\u4f1a\u89c9\u5f97\u7279\u522b\u7684\u8033\u719f\uff1f\u8fd9\u662fAI\u641c\u7d22\u5bf9\u5427\uff1f<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">AI Coding\u4e0eAgent\u7684\u5173\u7cfb<\/strong><\/div>\n<div class=\"paragraph\">\u4eceAI Coding\u6765\u770b\uff0c\u5934\u90e8\u5927\u6a21\u578b\u516c\u53f8\u7684Chat\u4ea7\u54c1\u51fa\u73b0\u7684\u7b2c\u4e00\u5929\u5c31\u53ef\u4ee5\u7f16\u7a0b\u3002Coding\u8fdb\u5316\u7684\u80fd\u529b\u7684\u539f\u52a8\u529b\u4e00\u5b9a\u662f\u5927\u6a21\u578b\u672c\u8eab\u80fd\u529b\u7684\u8fdb\u5316\uff0c\u5c24\u5176\u4ee5Cloud 3.5\u5f00\u59cb\u7684\u8fdb\u5316\u3002\u4f3c\u4e4e\u662f\u4e0d\u662f\u6240\u6709\u4f5c\u4e3aAI Coding\u7684\u516c\u53f8\uff0c\u672c\u8d28\u4e0a\u6765\u8bb2\u90fd\u662fCloud 3.5\u62163.7\u7684Talk\u3002\u8fd9\u4e9b\u9879\u76ee\u7684\u62a4\u57ce\u6cb3\u53c8\u662f\u4ec0\u4e48\uff1f\u5de5\u7a0b\u4f53\u9a8c\u4ea7\u54c1\u7684\u8fb9\u754c\u80fd\u62c9\u5f00\u5dee\u8ddd\u5417\uff1f<\/div>\n<div class=\"paragraph\">AI Coding\u7684\u5f00\u6e90\u65b9\u6848\u4e5f\u6709\u5f88\u591a\uff0c\u6240\u6709\u5927\u5382\u5927\u6982\u7387\u90fd\u4f1a\u505a\u7684\u3002\u4ea7\u54c1\u7684\u54c1\u724c\u6548\u5e94\u4f1a\u6709\u5417\uff1f\u505a\u5782\u76f4\u4f1a\u6709\u610f\u4e49\u5417\uff1f\u505a\u524d\u7aef\u540e\u7aef\u67d0\u4e2a\u5782\u76f4\u573a\u666f\uff0c\u4f60\u4f1a\u53d1\u73b0\u5dee\u4e0d\u591a\u7684\u95ee\u9898\u88ab\u9891\u7e41\u5730\u95ee\u8d77\u6765\u4e86\u3002\u4f46\u8fd9\u95ee\u9898\u6709\u7b54\u6848\u5417\uff1f\u53ef\u80fd\u6ca1\u6709\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">Agent\u6982\u5ff5\u7684\u6cdb\u5316\u4e0e\u5171\u8bc6\u7684\u7f3a\u5931<\/strong><\/div>\n<div class=\"paragraph\">\u6240\u4ee5\u5c31\u56de\u5230\u6211\u6700\u5f00\u59cb\u8bb2\u7684\uff0c\u6211\u53c8\u5217\u4e86\u56db\u5f20\u4e4b\u524d\u6211\u5728\u4e0a\u4e00\u6b21DeepSeek PPT\u91cc\u7684\u5173\u4e8eAgent\u90a3\u4e00\u7ae0\u8282\u4e2d\u7684\u51e0\u9875PPT\u3002\u6bd4\u5982\u201c1000\u4e2a\u7814\u7a761000\u4e2aAgent\u7684\u6982\u5ff5\u201d\uff0cAgent\u6982\u5ff5\u88ab\u4e25\u91cd\u6cdb\u5316\u4e86\u3002\u7136\u540e\u6709\u4e00\u4e9b\u5178\u578b\u7684Agent\u7684\u5b9a\u4e49\uff0c\u5305\u62ec2024\u5e74Agent\u884c\u4e1a\u7684\u53d1\u5c55\u3002\u4f46\u662f\u4f60\u4f1a\u53d1\u73b0\u5927\u5bb6\u5728\u8fd9\u79cd\u8c08\u8bba\u5f53\u4e2d\uff0c\u66f4\u591a\u7684\u662f\u4e00\u79cd\u7a7a\u5bf9\u7a7a\u7684\u8c08\u8bba\u3002\u56e0\u4e3a\u5927\u5bb6\u7684\u5171\u8bc6\u90fd\u6ca1\u6709\u8fbe\u6210\u3002\u63d0\u793a\u4e00\u4e0b\uff0c\u622a\u6b62\u5230\u8fd9\u4e00\u9875\u4e4b\u524d\uff0c\u6211\u7684PPT\u6ca1\u6709\u63d0\u53ca\u4efb\u4f55\u5173\u4e8eManus\u7684\u5185\u5bb9\uff0c\u4efb\u4f55\u90fd\u6ca1\u6709\u3002\u4ece\u8fd9\u4e00\u9875\u5f00\u59cb\uff0c\u6211\u4eec\u770b\u770bManus\u7684\u79cd\u79cd\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong>Manus\u7684\u6838\u5fc3\u7406\u5ff5\uff1a\u8ba9\u7528\u6237\u770b\u89c1<\/strong><\/div>\n<div class=\"paragraph\">\u6211\u5bf9Manus\u7684\u7b2c\u4e00\u4e2a\u63cf\u8ff0\u53eb\u201c\u4e00\u5207\u7684\u5de5\u4f5c\u201d\u3002\u4e3a\u4e86\u8ba9\u7528\u6237\u770b\u89c1\uff0c\u6211\u5728\u524d\u9762\u5f3a\u8c03\u5f88\u591a\u6b21\uff0c\u770b\u89c1\u5f88\u91cd\u8981\u3002\u6211\u622a\u4e86\u4e00\u5f20\u56fe\u662fManus\u7f51\u7ad9\u5b98\u7f51\u4e0a\u7684\u4e00\u4e2a\u6848\u4f8b\uff0c\u662f\u4ed6\u4eec\u5206\u6790\u7279\u65af\u62c9\u7684\u80a1\u7968\u4ef7\u683c\u3002\u7f51\u9875\u7684\u622a\u56fe\u91cc\u9762\uff0c\u4f60\u4f1a\u53d1\u73b0\u4ed6\u7684\u6574\u4e2a\u7684to do list\uff08\u5f85\u529e\u4e8b\u9879\u5217\u8868\uff09\u3002\u7136\u540e\u4ed6\u53bb\u67e5\u5404\u79cd\u5404\u6837\u7684\u7f51\u7ad9\uff0c\u5f97\u5230\u5404\u79cd\u5404\u6837\u7684\u56fe\u8868\u3002\u7136\u540e\u56fe\u8868\u505a\u597d\u4e4b\u540e\uff0c\u4ed6\u4f1a\u505a\u6210\u4e00\u4e2a\u7f51\u9875\u7ed9\u5230\u4f60\u3002<\/div>\n<div class=\"paragraph\">\u672c\u8d28\u4e0a\u6765\u8bb2\uff0c\u5728\u4ea7\u54c1\u8fd9\u4e2a\u5c42\u9762\uff0cManus\u6240\u6709\u7684\u5de5\u4f5c\u90fd\u662f\u4e3a\u4e86\u8ba9\u7528\u6237\u770b\u89c1\u3002\u8bb0\u4f4f\u3002\u524d\u9762\u8bf4\u8fc7\uff0cL1\u7684\u770b\u89c1\u662f\u4ec0\u4e48\uff1f\u662f\u770b\u89c1\u5410\u5b57\u3002L2\u7684\u770b\u89c1\u662f\u4ec0\u4e48\uff1f\u662f\u770b\u89c1\u63a8\u7406\u3002Agent\u770b\u89c1\u662f\u4ec0\u4e48\uff1f\u5c31\u662f\u770b\u89c1Agent\u5728\u5de5\u4f5c\uff0c\u4e00\u5207\u5de5\u4f5c\u4e3a\u4e86\u8ba9\u7528\u6237\u770b\u89c1\u3002\u90a3\u4e3a\u4e86\u8ba9\u7528\u6237\u770b\u89c1\u600e\u4e48\u505a\u5230\u5462\uff1f\u6211\u4eec\u770b\u7b2c\u4e09\u4e2a\u90e8\u5206\u5c31\u662fManus\u7684\u5b9e\u73b0\u539f\u7406\uff0c\u526f\u6807\u9898\u53eb\u201cLess Structure\uff0c\u66f4\u5c11\u7684\u63a7\u5236\uff0c\u66f4\u5c11\u7684\u9650\u5236\u201d\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u7b2c\u4e09\u7ae0\uff1aManus\u7684\u5b9e\u73b0\u539f\u7406<\/strong><\/div>\n<div class=\"paragraph\">\u5728\u7b2c\u4e09\u7ae0\u91cc\u9762\u6211\u53c8\u5206\u4e86\u516d\u4e2a\u5c0f\u8282\uff0c\u5206\u522b\u662f\u6280\u672f\u3001\u4ea7\u54c1\u3001\u6253\u7ed1\u3001\u4ed8\u73b0\u6210\u672c\u8ddf\u4e00\u4e2a\u5c0f\u6545\u4e8b\u3002\u6211\u4eec\u4e00\u4e2a\u4e00\u4e2a\u7684\u6765\u770b\u3002\u5148\u770b\u6280\u672f\uff0c\u5176\u5b9e\u5728Manus\u4e4b\u524d\u5df2\u7ecf\u6709\u5f88\u591a\u6240\u8c13\u7684Agent\u4ea7\u54c1\u3002\u751a\u81f3\u57282023\u5e74\u7684\u65f6\u5019\u5c31\u6709\u4e86\u4e00\u4e9b\u5f00\u6e90\u6216\u8005\u662f\u95ed\u6e90\u7684Agent\u4ea7\u54c1\u3002\u6bd4\u5982Auto GPT\u3001Ison Pic\u7684Computer Use\uff0cOpenAI\u53d1\u7684Deep Research\u4e3b\u53d1\u7684Auto GLGLM\u3002\u5176\u5b9e\u90fd\u662f\u5927\u5bb6\u5e95\u5c42\u7684\u903b\u8f91\u4f3c\u4e4e\u90fd\u662f\u5dee\u4e0d\u591a\u7684\uff0c\u5c31\u662fAgent\u6765\u62c6\u89e3\u4efb\u52a1\uff0c\u6267\u884c\u4efb\u52a1\u7ed9\u51fa\u7ed3\u679c\u3002\u53c8\u56e0\u4e3a\u6700\u8fd1\u4e00\u6bb5\u65f6\u95f4\u63a8\u7406\u6a21\u578b\u7684\u6210\u719f\u5ea6\uff0c\u5728\u7b2c\u4e00\u6b65\u62c6\u89e3\u4efb\u52a1\u8fd9\u4ef6\u4e8b\u60c5\u4e0a\u611f\u89c9\u597d\u50cf\u6ca1\u4ec0\u4e48\u96be\u5ea6\u4e86\u3002\u540c\u65f6\u53c8\u56e0\u4e3a\u50cfSOPIC\u63a8\u51fa\u7684MCP\u534f\u8bae\uff0c\u5c31\u662f\u53ef\u4ee5\u8ba9\u5927\u6a21\u578b\u53bb\u4f7f\u7528\u5404\u79cd\u5404\u6837\u7684\u5de5\u5177\u8ddfAPI\u3002\u8fd9\u79cd\u534f\u8bae\u51fa\u73b0\u4e4b\u540e\uff0c\u5305\u62ec\u6628\u5929OpenAI\u53d1\u5e03\u7684\u4e00\u7cfb\u5217\u7684A0\u7684\u6846\u67b6\uff0c\u4f3c\u4e4e\u8ba9\u6a21\u578b\u53bb\u4f7f\u7528\u5de5\u5177\u8ddf\u642d\u5efa\u67b6\u6784\u7684\u8fd9\u4ef6\u4e8b\u60c5\u4e5f\u4e0d\u662f\u95e8\u69db\u4e86\u3002<\/div>\n<div class=\"paragraph\">\u90a3\u5f88\u591a\u4eba\u4f1a\u95ee\uff0c\u4e3a\u4ec0\u4e48\u4e4b\u524d\u8fdf\u8fdf\u6ca1\u6709\u7206\u706b\u5462\uff1f\u5dee\u7684\u662f\u4ec0\u4e48\u5462\uff1f\u4e3e\u4e00\u4e2aManus\u7684\u4f8b\u5b50\uff0cManus\u5728\u53d1\u5e03\u4e4b\u524d\uff0c\u5176\u5b9e\u5c31\u7ed9\u4e00\u4e9b\u6295\u8d44\u4eba\u8ddf\u5f88\u8d44\u6df1\u7684\u5408\u4f5c\u65b9\u4eec\u770b\u8fc7\u4ed6\u4eec\u7684\u6d4b\u8bd5\u7248\u672c\u3002\u5f53\u65f6\u6709\u4eba\u5c31\u95ee\u4e86\u4e00\u4e2a\u95ee\u9898\u662f\u95ee\u8fd9\u4e2a\u56e2\u961f\uff0c\u95eeManus\u56e2\u961f\u4f60\u4eec\u81ea\u5df1\u5199\u4e86\u591a\u5c11\u4e2aworkflow\uff1f\u5927\u5bb6\u53ef\u4ee5\u731c\u4e00\u4e0b\u7b54\u6848\u662f\u591a\u5c11\uff1f\u7b54\u6848\u662f0\u3002\u8fd8\u8bb0\u5f97\u6211\u4eec\u600e\u4e48\u505a\u5230L2\u73b0\u6709\u7684COT\uff08\u601d\u7ef4\u94fe\uff09\uff0c\u7136\u540ePRM\uff08\u8fc7\u7a0b\u5956\u52b1\u673a\u5236\uff09\u9488\u5bf9\u8fc7\u7a0b\u505a\u6fc0\u52b1\uff0c\u4f46\u53d1\u73b0\u4e0d\u5bf9\uff0c\u6700\u540e\u65b9\u5f0f\u662f\u4e0d\u9884\u8bbe\u4efb\u4f55\u7684\u9650\u5236\u8ddf\u67b6\u6784\uff0c\u53ea\u901a\u8fc7\u7ed3\u679c\u8fdb\u884c\u6fc0\u52b1\u3002\u5728\u8fd9\u4e2a\u903b\u8f91\u4e0aManus\u8ddf\u4e4b\u524d\u6240\u6709\u7684\u6a21\u578b\u516c\u53f8\u590d\u73b0O1\u662f\u4e00\u6837\u7684\uff0c\u6ca1\u6709\u9884\u8bbe\u7684flow\u3002<\/div>\n<div class=\"paragraph\">\u6240\u4ee5\u53cd\u8fc7\u6765\u8bb2\uff0c\u4e3a\u4ec0\u4e48\u53eb\u201c\u901a\u7528\u201d\uff1f\u5982\u679c\u4f60\u4e00\u65e6\u9884\u8bbe\u4e86\u4e00\u5b9a\u7684workflow\uff0c\u5176\u5b9e\u4f60\u5c31\u6ca1\u6709\u90a3\u4e48\u901a\u7528\u3002\u4f60\u53ef\u80fd\u53ea\u5728\u51e0\u4e2a\u4f60\u9884\u8bbe\u597d\u7684\u573a\u666f\u8fb9\u754c\u4e0b\u4f1a\u6bd4\u8f83\u597d\u3002\u90a3\u4e3a\u4ec0\u4e48\u4f1a\u8fd9\u6837\u5462\uff1f\u5c31\u662f\u6216\u8005\u8bf4\u4e3a\u4ec0\u4e48\u8fd9\u4e00\u9875\u6211\u4e00\u5b9a\u8981\u628a\u201cLess Structure\u201d\u6807\u7ea2\u3002\u56e0\u4e3a\u5728\u4e4b\u524d\u5173\u4e8eOpenAI\u53d1\u5e03O1\u4e4b\u540e\u7684\u51e0\u4e2a\u89c6\u9891\u5f53\u4e2d\uff0cOpenAI\u7684\u4e00\u4f4d\u6838\u5fc3\u7684\u7814\u7a76\u4eba\u5458\u5c31\u8868\u8fbe\u4e86\u8fd9\u6837\u7684\u89c2\u70b9\u3002\u5c31\u4e0d\u8981\u6559\u4ed6\u76f4\u63a5\u7ed9\u6fc0\u52b1\uff0c\u5c3d\u53ef\u80fd\u5c11\u7684\u7ed9\u5404\u79cd\u5404\u6837\u7684\u9650\u5236\uff0c\u8d8a\u5c11\u7684\u9650\u5236\uff0c\u6a21\u578b\u8868\u73b0\u8d8a\u597d\u3002\u540c\u6837\u7684\u8fd9\u53e5\u8bdd\u4e5f\u51fa\u73b0\u5728\u4e86Manus\u7b2c\u4e8c\u5929\uff0c\u4ed6\u4eec\u7684\u4ea7\u54c1\u5408\u4f19\u4eba\u5f20\u6d9b\u8001\u5e08\u8ddfPick\u7684\u5206\u4eab\u7684\u95ed\u95e8\u5206\u4eab\u4f1a\u7684PPT\u91cc\u9762\uff0c\u53eb\u201cLess Structure\uff0cMore Intelligence\u201d\uff0c\u8d8a\u5c11\u7684\u63a7\u5236\uff0c\u8d8a\u597d\u7684\u667a\u80fd\u3002<\/div>\n<div class=\"paragraph\">Manus\u5982\u679c\u4ece\u4ea7\u54c1\u5f62\u6001\u6765\u8bb2\uff0c\u6709\u4e00\u4e2a\u6bd4\u8f83\u7b80\u5355\u7684\u6bd4\u55bb\u3002\u8fd9\u4e2a\u6bd4\u55bb\u4e5f\u662f\u4e4b\u524d\u6211\u4eec\u79d1\u6280\u505aYC\u6574\u7406\u7684\u65f6\u5019\u501f\u7528\u7684\u4e00\u4e2aKOL\u7684\u8868\u5355\u3002\u90a3\u4e2aKOL\u53eb\u4ea7\u54c1\u4e8c\u7ea7\uff0c\u4ed6\u505a\u4e86\u4e00\u4e2a\u975e\u5e38\u5f62\u8c61\u7684\u6bd4\u55bb\u3002\u5f53\u7136\u8fd9\u4e2a\u6bd4\u55bb\u53ef\u80fd\u662f\u4eca\u5929\u8fd9\u4e2a\u65f6\u95f4\u6211\u4eec\u770b\u5230Manus\u4e4b\u540e\u4e00\u4e2a\u5f88\u5e38\u89c1\u5bb9\u6613\u60f3\u5230\u7684\u65b9\u5f0f\uff0c\u5c31\u662f\u7ed9AI\u4e00\u53f0\u865a\u62df\u673a\u3002\u6211\u4eec\u56de\u5934\u6765\u770bPop Lexi\u76f8\u5f53\u4e8e\u662f\u7ed9AI\u641c\u7d22\u4ee5Monica\u4e3a\u4ee3\u8868\u7684\u504f\u63d2\u4ef6\u8ddfChatbot\u7684\u6216\u8005\u8bf4AI\u641c\u7d22\u7c7b\u7684\u516c\u53f8\u3002\u53ef\u80fd\u7ed9AI\u7684\u662f\u4e00\u4e2a\u6d4f\u89c8\u5668\uff0c\u79d1\u662f\u8fd9\u6837\u7684\uff0c\u53ef\u80fd\u7ed9AI\u7684\u662f\u4e00\u4e2aIDE\u7684\u7f16\u8f91\u5668\uff0c\u90a3\u4eca\u5929Manus\u7ed9AI\u7684\u662f\u4e00\u53f0\u865a\u62df\u673a\u3002<\/div>\n<div class=\"paragraph\">\u518d\u4e3e\u4e2a\u66f4\u73b0\u5b9e\u7684\u73b0\u5b9e\u573a\u666f\u7684\u4f8b\u5b50\u3002\u8fd9\u4e2a\u4f8b\u5b50\u4e5f\u662fManus\u56e2\u961f\u5728\u7b2c\u4e8c\u5929\u7684\u95ed\u95e8\u5206\u4eab\u4f1a\u4e0a\u4e3e\u7684\u4f8b\u5b50\u3002\u4ed6\u8bf4\u6211\u4eec\u4e4b\u524d\u7528\u5927\u6a21\u578b\uff0c\u6709\u70b9\u50cf\u6211\u4eec\u62db\u4e86\u4e00\u4e2a\u5b9e\u4e60\u751f\uff0c\u8fd9\u4e2a\u5b9e\u4e60\u751f\u662f\u535a\u58eb\u5b66\u5386\uff0c\u61c2\u5f97\u975e\u5e38\u591a\u3002\u4f46\u662f\u4f60\u5728\u7528\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4f60\u5728\u7528\u8fd9\u4e2a\u5b9e\u4e60\u751f\u7684\u65f6\u5019\uff0c\u4f60\u53ea\u7ed9\u4e86\u4ed6\u7b14\u8ddf\u7eb8\u3002\u90a3\u4f60\u60f3\u4ed6\u80fd\u5e72\u4ec0\u4e48\uff1f\u4f60\u53ea\u7ed9\u4ed6\u6bd4\u4e00\u6839\u7eb8\uff0c\u4ed6\u80fd\u5e72\u4ec0\u4e48\uff1f\u4f46\u5982\u679c\u4f60\u518d\u7ed9\u4ed6\u4e00\u4e2a\u6d4f\u89c8\u5668\uff0c\u4ed6\u53c8\u80fd\u5e72\u4ec0\u4e48\uff1f\u5982\u679c\u4f60\u518d\u7ed9\u4ed6\u4e00\u4e9b\uff0c\u6bd4\u5982\u8bf4\u4f60\u4eec\u5185\u90e8\u7684\u6838\u5fc3\u7684\u5404\u79cd\u5404\u6837\u6570\u636e\u5e93\u7684\u8bbf\u95ee\u6743\u9650\uff0c\u4ed6\u53c8\u80fd\u5e72\u4ec0\u4e48\uff1f\u5982\u679c\u4f60\u518d\u7ed9\u4ed6\u4e00\u4e9b\u5fc5\u8981\u7684\u8bad\u7ec3\u8ddf\u8981\u6c42\uff0c\u4ed6\u53c8\u4f1a\u505a\u6210\u4ec0\u4e48\u6837\u5b50\uff1f<\/div>\n<div class=\"paragraph\">\u8fd9\u4e00\u8def\u8d70\u4e0b\u6765\uff0c\u5176\u5b9e\u5c31\u662fManus\u5728\u505a\u7684\u4e8b\u60c5\u3002\u7ed9\u4ed6\u4e00\u53f0\u865a\u62df\u673a\uff0c\u7ed9\u5979\u6d4f\u89c8\u5668\uff0c\u7ed9\u5979\u5fc5\u8981\u7684\u6570\u636e\u5e93\u8bbf\u95ee\u7684\u6743\u9650\uff0c\u540c\u65f6\u505a\u4e00\u5b9a\u7684\u8bad\u7ec3\uff0c\u8fd9\u5c31\u662fManus\u3002\u6240\u4ee5\u5bf9\u4e8e\u7528\u6237\u800c\u8a00\uff0c\u6211\u4eec\u5177\u4f53\u90fd\u770b\u89c1\u4e86\u4ec0\u4e48\uff0c\u6211\u4eec\u524d\u9762\u8bb2\u4e86\u65e0\u6570\u6b21\uff0c\u7528\u6237\u770b\u89c1\u5f88\u91cd\u8981\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u7528\u6237\u5230\u5e95\u770b\u5230\u4e86\u4ec0\u4e48\uff1f<\/strong><\/div>\n<div class=\"paragraph\">\u90a3\u7528\u6237\u5230\u5e95\u770b\u5230\u4e86\u4ec0\u4e48\uff1f\u9996\u5148\u770b\u5230\u4e86Manus\u5728\u89c4\u5212\u4e00\u4e2a\u4efb\u52a1\uff0c\u4f1a\u6709\u4e00\u4e2a\u975e\u5e38\u8be6\u7ec6\u7684to do list\u3002\u7b2c\u4e8c\u6b65\u4f60\u4f1a\u770b\u5230\u4ed6\u6267\u884c\u8fd9\u4e2ato do list\uff0c\u65e0\u8bba\u4ed6\u53bb\u67e5\u7f51\u9875\u3001\u8c03API\u3001\u7f16\u7a0b\u3001\u5199\u4ee3\u7801\uff0c\u5404\u79cd\u5404\u6837\u7684\u65b9\u5f0f\uff0c\u4f60\u90fd\u4f1a\u770b\u5230\u4ed6\u5728\u90a3\u513f\u505a\u3002\u7b2c\u4e09\uff0c\u4f60\u4f1a\u770b\u5230\u4ed6\u7684\u5f52\u7eb3\u8ddf\u603b\u7ed3\u3002\u4ed6\u505a\u5b8c\u6240\u6709\u8fd9\u4e9b\u4efb\u52a1\u4e4b\u540e\uff0c\u4ed6\u8981\u4e00\u4e2a\u4e00\u4e2a\u53bb\u6838\u5bf9\u662f\u5426\u5b8c\u6210\u4e86\uff0c\u5e76\u4e14\u628a\u6240\u6709\u505a\u7684\u8fd9\u6bcf\u4e00\u6b65\u7684\u5de5\u4f5c\u53d8\u6210\u4e00\u4e2a\u6574\u4f53\u7684\u5f52\u7eb3\u7684\u4e1c\u897f\u3002\u6700\u540e\u4e00\u6b65\u7ed9\u4f60\u4e00\u4e2a\u5b8c\u6574\u7684\u4ea4\u4ed8\uff0c\u4e00\u4e2aPDF\u6587\u4ef6\uff0c\u4e00\u4e2a\u7f51\u9875\u3001\u4e00\u7bc7\u6587\u7ae0\u3001\u4e00\u4e2a\u6587\u6848\uff0c\u751a\u81f3\u4e00\u4e2a\u7a0b\u5e8f\u3001\u4e00\u6bb5\u4ee3\u7801\uff0canyway\u7ed9\u4f60\u5b8c\u6574\u7684\u4ea4\u4ed8\u3002\u6240\u4ee5\u4f60\u770b\u89c1\u4e86\u4ed6\u5728\u89c4\u5212\uff0c\u4ed6\u5728\u6267\u884c\uff0c\u4ed6\u5728\u5f52\u7eb3\uff0c\u6700\u540e\u7ed9\u4f60\u4ea4\u4ed8\u3002\u90a3\u597d\uff0c\u5230\u8fd9\u513f\u4f60\u4f1a\u53d1\u73b0Manus\u505a\u51fa\u6765\u4e86\u3002<\/div>\n<hr 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class=\"paragraph\"><strong class=\"\">Manus\u89e3\u51b3\u590d\u6742\u95ee\u9898\u7684\u6848\u4f8b<\/strong><\/div>\n<div 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class=\"paragraph\">\u90a3\u9664\u4e86\u8fd9\u4e2aGAI\u4e4b\u5916\uff0c\u90a3\u90a3\u8fd8\u505a\u4e86\u4ec0\u4e48\uff1f\u8fd9\u4e2a\u5176\u5b9e\u6ca1\u6709\u592a\u591a\u4eba\u8bb2\uff0c\u56e0\u4e3a\u53ea\u6709\u4ed6\u4eec\u5f53\u5929\u7684\u95ed\u5e55\u4f1a\u4e0a\u8bb2\u5230\u4e86\u3002\u5927\u5bb6\u77e5\u9053\u4eca\u5929YC\u5e94\u8be5\u662f\u4eca\u5929\u8fd9\u4e2a\u65f6\u95f4\u70b9\u5728\u5b75\u5316\u5668\u9886\u57df\u6295\u7814\u9879\u76ee\u6700\u591a\u7684\u5b75\u5316\u5668\u4e86\u3002\u4ed6\u7684\u4e00\u671f\u9879\u76ee\u91cc\u9762\u53ef\u80fd\u6709\u4e00\u4e24\u767e\u4e2a\u9879\u76ee\uff0c\u73b0\u572870%\u523080%\u90fd\u662fAI\u9879\u76ee\u3002\u5982\u679c\u5927\u5bb6\u6709\u5174\u8da3\u53ef\u4ee5\u53bb\u7ffb\u53bb\u5e74\u6211\u8ddf\u79d1\u6280\u505a\u7684\u603b\u7ed3\uff0c\u6211\u4eec\u603b\u7ed3\u662f2024\u5e74\uff0c\u7136\u540e\u57282025\u5e74\u7684\u6700\u65b0\u4e00\u5b63\u7684YC\u9879\u76ee\u5f53\u4e2d\uff0c\u53ef\u80fd\u6709\u4e00\u767e\u591a\u4e2a\u5173\u4e8eAI Agent\u76f8\u5173\u7684\u9879\u76ee\u3002<\/div>\n<div 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Per 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class=\"paragraph\">\u540c\u65f6\u53c8\u56e0\u4e3a\u8fd9\u6837\u7684\u65f6\u95f4\u7684\u5dee\u8ddd\uff0c\u81ea\u5df1\u7684\u7edf\u8ba1\u662f\u8bf4\u5e73\u5747\u6765\u770b\uff0cDeepSeek\u6bcf\u4e2a\u95ee\u9898\u6240\u6d88\u8017\u7684\u6210\u672c\u5e73\u5747\u572820\u7f8e\u91d1\u5de6\u53f3\u3002SOTA\u5927\u6982\u5341\u7f8e\u91d1\uff0c\u4ed6\u4eec\u73b0\u5728\u5927\u6982\u4e24\u7f8e\u91d1\u3002\u6709\u4e00\u4e9b\u5f00\u6e90\u65b9\u6848\u590d\u73b0\u4e86Manus\u7684\u529f\u80fd\u4e4b\u540e\uff0c\u6709\u4e00\u4e9b\u6280\u672f\u4eba\u5458\u53bb\u91cd\u65b0\u7528\u5f00\u6e90\u7684\u65b9\u6848\u53bb\u505a\u5b9e\u65bd\u7684\u65f6\u5019\u3002\u6211\u5370\u8c61\u5f53\u4e2d\u770b\u8fc7\u4e00\u4e9b\u65b9\u6848\uff0c\u53ef\u80fd\u505a\u4e00\u4e9b\u4efb\u52a1\u4e5f\u9700\u898130\u7f8e\u91d1\u7684\u7b97\u529b\u7684\u6210\u672c\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">Agent\u5bf9Token\u7ecf\u6d4e\u7684\u5f71\u54cd<\/strong><\/div>\n<div 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class=\"paragraph\">\u5982\u679c\u518d\u53d1\u6563\u4e00\u4e0b\u6211\u4eec\u524d\u9762\u63d0\u53ca\u7684AHPU\uff0c\u8fd9\u4e2a\u6307\u6807\u66f4\u50cf\u662f\u4e00\u4e2a\u5355\u7ebf\u7a0b\u7684\u6307\u6807\u3002\u5982\u679c\u591a\u7ebf\u7a0b\u5e76\u53d1\u4e86\uff0c\u56e0\u4e3a\u5927\u5bb6\u5982\u679c\u7528Manus\u4f60\u4f1a\u53d1\u73b0\u5f88\u591aManus\u90a3\u4e9b\u7528\u6237\u662f\u540c\u4e00\u65f6\u95f4\u8ba9Manus\u6267\u884c\u5f88\u591a\u4e2a\u4efb\u52a1\u3002\u90a3\u5982\u679c\u4f60\u4f5c\u4e3a\u590d\u5de5\u63d0\u4f9b\u5546\uff0c\u4f60\u7684\u5141\u8bb8\u7684\u6700\u5927\u5e76\u53d1\u5e94\u8be5\u662f\u591a\u5c11\uff1f\u5982\u679c\u4f60\u5728\u8003\u8651\u5230\u8fd9\u4e9b\u5e76\u884c\u8fc7\u7a0b\u4e2d\u662f\u6709\u7528\u6237\u7684\u5e72\u9884\uff0c\u4f1a\u91cd\u65b0\u542f\u52a8\u4e00\u4e9b\u65b0\u7684\u8fdb\u7a0b\uff0c\u90a3\u4f3c\u4e4e\u8fd9\u4e2a\u6570\u5b57\u53ef\u4ee5\u65e0\u9650\u7b97\u4e0b\u53bb\u4e86\u3002\u6240\u4ee5\u51fa\u73b0\u4e00\u4e2a\u7ed3\u8bba\uff0c\u5c31\u662f\u6211\u7684\u597d\u53cb\u516c\u4e8b\u7c89\u4e1d\u673a\u7684\u4f5c\u8005\uff0c\u5468\u672b\u524d\u5929\u53d1\u4ed6\u8bf4\u56e0\u4e3a\u4ed6\u5728\u7f8e\u56fd\u8ddf\u5f88\u591a\u6295\u8d44\u4eba\u53bb\u6c9f\u901a\uff0c\u4ed6\u4f1a\u53d1\u73b0\u65e0\u8bba\u6211\u4eec\u5982\u4f55\u8bc4\u4ef7Manus\uff0c\u4e0d\u7ba1\u600e\u4e48\u6837\uff0c\u8fd9\u4e00\u5468\u53ef\u80fd\u662f\u8ba8\u8bbaAgent\u5e26\u6765Token\u53d8\u5316\u7684\u7b2c\u4e00\u5468\u3002\u6211\u4eec\u771f\u6b63\u610f\u4e49\u4e0a\u5f00\u59cb\u8ba8\u8bbaAgent\u5bf9Token\u53d8\u5316\u7684\u5f71\u54cd\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">Manus\u7684\u8d77\u6e90\u5c0f\u6545\u4e8b<\/strong><\/div>\n<div class=\"paragraph\">\u6700\u540e\u8bb2\u4e00\u4e2a\u5c0f\u6545\u4e8b\uff0cManus\u56e2\u961f\u6700\u65e9\u4e0d\u662f\u5728\u505aManus\u7684\u3002\u5176\u5b9e\u4ed6\u4eec\u6700\u65e9\u662f\u60f3\u505a\u6d4f\u89c8\u5668\u7684\uff0c\u662f\u505aAI\u6d4f\u89c8\u5668\u7684\u3002\u800c\u4e14\u662f\u5f88\u5de7\u5408\u7684\u662f\uff0c\u5982\u679c\u5bf9\u8fd9\u4e2a\u884c\u4e1a\u6709\u4e86\u89e3\u7684\u8bdd\uff0c\u5e94\u8be5\u77e5\u9053\u7f8e\u56fd\u4e4b\u524d\u6709\u4e00\u4e2a\u5f88\u6709\u540d\u7684\u6d4f\u89c8\u5668\u53ebUp\uff0c\u4f46\u662fUp\u5df2\u7ecf\u786e\u8ba4\u505c\u6b62\u66f4\u65b0\u4e86\u4e5f\u975e\u5e38\u5de7\u5408\u7684\u662f\uff0cUp\u786e\u8ba4\u505c\u6b62\u66f4\u65b0\u901a\u544a\u7684\u90a3\u4e00\u5929\uff0c\u4e5f\u662fManus\u56e2\u961f\u51b3\u5b9a\u4e0d\u505a\u6d4f\u89c8\u5668\u7684\u90a3\u4e00\u5929\u3002<\/div>\n<div class=\"paragraph\">\u4e3a\u4ec0\u4e48\u5927\u5bb6\u4f1a\u53d1\u73b0\u6d4f\u89c8\u5668\u4e0d\u592a\u9002\u5408\u4f5c\u4e3aAgent\uff1f\u5b83\u7684\u627f\u8f7d\u5176\u5b9e\u4ece\u7528\u6237\u4f53\u9a8c\u5c42\u662f\u4e00\u4e2a\u975e\u5e38\u597d\u7406\u89e3\u7684\u72b6\u6001\u3002\u4f46\u4eca\u5929\u7528Manus\uff0c\u4f60\u628a\u4ea4\u4efb\u52a1\u4ea4\u4ee3\u5b8c\uff0c\u4f60\u5c31\u53ef\u4ee5\u8d70\u4e86\u3002\u4f46\u662f\u5982\u679c\u5b83\u662f\u4e2a\u6d4f\u89c8\u5668\uff0c\u4ed6\u8981\u5360\u7528\u4f60\u7684\u5c4f\u5e55\uff0c\u4f60\u4e0d\u80fd\u5e72\u522b\u7684\u4efb\u4f55\u4e8b\u60c5\uff0c\u4f60\u751a\u81f3\u4e0d\u80fd\u65ad\u5f00\u7f51\u7edc\uff0c\u4f60\u4e0d\u80fd\u505a\u4efb\u4f55\u7684\u522b\u7684\u64cd\u4f5c\uff0c\u4f60\u4f1a\u6253\u65ad\u4ed6\u3002That\u2019s why Manus chose another path. I give him a virtual machine, he can run on the virtual machine. As long as the task is downloaded, he can go. So the browser becomes a middleman, abandoned. So in reverse, back to my title, if anyone still remembers, the title of this episode is \u201cManus Has No Secrets.\u201d<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u4e3a\u4ec0\u4e48\u8bf4Manus\u6ca1\u6709\u79d8\u5bc6\uff1f<\/strong><\/div>\n<div class=\"paragraph\">\u4e3a\u4ec0\u4e48\u8bf4Manus\u6ca1\u6709\u79d8\u5bc6\uff1fManus\u7684\u6838\u5fc3\u56e2\u961f\u6709\u4e09\u4e2a\u4eba\uff0cCEO\u5c0f\u7ea2\uff0c\u9996\u5e2d\u79d1\u5b66\u5bb6Pek\uff0c\u4ea7\u54c1\u5408\u4f19\u4eba\u5f20\u6d9b\u8001\u5e08\u3002\u5728\u4e8c\u6708\u4efd\u5c0f\u7ea2\u63a5\u53d7\u5c0f\u4fca\u7684\u64ad\u5ba2\u91c7\u8bbf\uff0c\u5979\u5c31\u63d0\u53ca\u5230\u4e86\u5979\u8bf4AI\u4eca\u5929\u8fd9\u4e2a\u4e8b\u60c5\uff0c\u505aAgent\u73b0\u6709\u7684\u80fd\u529b\u8fd8\u4e0d\u591f\u3002\u5e94\u8be5\u6709\u4e2a\u865a\u62df\u673aChatbot\uff0c\u5e94\u8be5\u5728\u4e91\u4e0a\u6709\u4e2a\u7535\u8111\uff0c\u628a\u5b83\u5199\u7684\u4ee3\u7801\uff0c\u628a\u5b83\u8981\u901a\u8fc7\u6d4f\u89c8\u5668\u67e5\u7684\u4e1c\u897f\u90fd\u5728\u7535\u8111\u4e0a\u6267\u884c\u3002\u56e0\u4e3a\u662f\u865a\u62df\u673a\uff0c\u574f\u4e86\u4e5f\u65e0\u6240\u8c13\uff0c\u4ed6\u53ef\u4ee5\u518d\u6765\u4e00\u53f0\u3002\u5b83\u751a\u81f3\u53ef\u4ee5\u5728\u5f53\u524d\u4efb\u52a1\u6267\u884c\u5b8c\u4e4b\u540e\u9500\u6bc1\u6389\u90a3\u4e2a\u865a\u62df\u673a\u3002\u6240\u4ee5\u6211\u81ea\u5df1\u89c9\u5f97\u90a3\u4e2a\u67b6\u6784\u53eb\u505a\u4e00\u4e2a\u865a\u62df\u670d\u52a1\u5668\uff0c\u4e00\u4e2a\u6d4f\u89c8\u5668\u80fd\u591f\u81ea\u5df1\u5199\u4ee3\u7801\u53bb\u8c03\u7528API\uff0c\u80fd\u591f\u80dc\u4efb\u5404\u79cd\u5404\u6837\u7684\u590d\u6742\u4efb\u52a1\uff0c\u8fd9\u5c31\u662f\u6211\u4eec\u5728\u505a\u7684\u4e8b\u60c5\u3002<\/div>\n<div class=\"paragraph\">2024\u5e7410\u6708\uff0cPek\u5f00\u6e90\u4e86\u4e00\u4e2a\u6a21\u578b\uff0c\u4e5f\u662f\u590d\u73b0O1\u662f\u505a\u7684\u63a8\u7406\u6a21\u578b\u3002\u5f3a\u5316\u5b66\u4e60\u4eca\u5929\u8fd9\u4e2a\u65f6\u95f4\u70b9\u5728Manus\u4e0a\u7684\u5f88\u591a\u4efb\u52a1\u7684\u6267\u884c\u8ddf\u66f4\u5c11\u7684\u67b6\u6784\u7684\u63a7\u5236\uff0c\u5c31\u662f\u7528\u7684\u8fd9\u5957\u5f00\u6e90\u7684\u6a21\u578b\u30022024\u5e7410\u6708\uff0c\u5f20\u6d9b\u8001\u5e08\u5728\u4e8c\u6708\u4efd\u8bb2DeepSeek\u7684PPT\u7684\u6700\u540e\u4e00\u9875\uff0c\u63d0\u5230\u4e86TPC\u7ed9\u4ed6\u5728\u4ea7\u54c1\u4f7f\u7528\u4e0a\u7684\u542f\u53d1\u3002\u4ed6\u8bf4\u8981\u63d0\u4f9b\u7edd\u4f73\u7684\u4ea7\u54c1\u4ef7\u503c\u3002\u7528\u6211\u7684\u7406\u89e3\u6765\u770b\uff0c\u5c31\u662f\u90a3\u4e2a\u201c\u770b\u89c1\u201d\u3002\u5f20\u8001\u5e08\u8bf4\u8981\u60f395%\u7684\u4eba\u7528\u5230\u7b2c\u4e00\u6b3e\u5e94\u7528\uff0cAI\u5e94\u7528\u5e94\u8be5\u662f\u4ec0\u4e48\u6837\u5b50\u7684\uff1f\u5982\u679c\u505aAgent\u83b7\u5f97\u5916\u90e8\u4e16\u754c\u7684\u89c2\u5bdf\u5f88\u91cd\u8981\uff0c\u8fd8\u80fd\u52a0\u4e0a\u3002\u6240\u4ee5\u4f60\u53d1\u73b0\u5728Manus\u53d1\u5e03\u4e4b\u524d\uff0c\u8fd9\u4e09\u4f4d\u6838\u5fc3\u7684\u521b\u59cb\u4eba\u5df2\u7ecf\u628a\u6240\u6709\u7684\u6267\u884c\u6280\u672f\u8def\u5f84\u3001\u5b9e\u73b0\u539f\u7406\u65b9\u6848\u3001\u4ea7\u54c1\u8bbe\u8ba1\u90fd\u8bb2\u8fc7\u4e86\u3002\u6240\u4ee5\u662f\u6ca1\u6709\u79d8\u5bc6\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u5173\u4e8eManus\u7684\u516c\u544a\u548c\u7528\u6237\u53cd\u9988<\/strong><\/div>\n<div 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class=\"paragraph\">\n<p>\u6700\u540e\u4e00\u6bb5\uff0c\u5927\u5bb6\u76ee\u524d\u770b\u5230\u7684Manus\u8fd8\u662f\u4e00\u4e2a\u8941\u8913\u4e2d\u7684\u5c0f\u5a74\u513f\uff0c\u79bb\u6211\u4eec\u6b63\u5f0f\u7248\u4e2d\u60f3\u4ea4\u4ed8\u7ed9\u5927\u5bb6\u7684\u4f53\u9a8c\u8fd8\u5dee\u5f97<\/p>\n<div class=\"paragraph\">\u5f88\u8fdc\u3002\u50cf\u6a21\u578b\u5e7b\u89c9\u3001\u4ea4\u4ed8\u7269\u53cb\u597d\u5ea6\u3001\u8fd0\u884c\u901f\u5ea6\u7b49\u65b9\u9762\u90fd\u8fd8\u6709\u5f88\u5927\u7684\u63d0\u5347\u7a7a\u95f4\u3002\u6211\u521a\u624d\u8bb2\u5b8c\u6240\u6709\u524d\u9762\u7684\u6545\u4e8b\uff0c\u4f60\u5c31\u80fd\u7406\u89e3\u4e3a\u4ec0\u4e48\u5728\u90a3\u4e2a\u65f6\u95f4\u70b9Manus\u53d1\u4e86\u8fd9\u6837\u4e00\u4e2a\u516c\u544a\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u7b2c\u56db\u7ae0\uff1aManus\u7684\u4f7f\u7528\u4f53\u9a8c<\/strong><\/div>\n<div 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class=\"paragraph\">\u56e0\u4e3a\u4f60\u50cfGAIA\u7684\u6807\u51c6L3\u7684\u9898\uff0c\u5b83\u5927\u6982\u53ea\u670957%\u7684\u6210\u529f\u6982\u7387\uff0c\u6240\u4ee5\u8fd8\u670940%\u591a\u7684\u662f\u4e0d\u6210\u529f\u7684\u5bf9\u5427\uff1f\u6240\u4ee5\u5230\u5e95\u6211\u4eec\u8be5\u5982\u4f55\u7406\u6027\u7684\u770b\u5f85\u8fd9\u4ef6\u4e8b\u60c5\uff0c\u6216\u8005\u8bf4\u770b\u5f85Manus\u5462\uff1f\u6211\u7528\u4e00\u4e2a\u4e5f\u662f\u4e00\u4e2a\u8fd9\u4e00\u6ce2\u6bd4\u8f83\u65e9\u6d4b\u8bd5Manus\u7684\u81ea\u5a92\u4f53\u535a\u4e3b\u4e00\u6cfd\u7684\u89c2\u70b9\u3002\u4ed6\u8bf4\u5c31\u662f\u4e00\u4e2a\u5b9e\u4e60\u751f\u7684\u6c34\u5e73\uff0c\u7f3a\u4e4f\u5b9e\u6218\u7ecf\u9a8c\uff0c\u7f3a\u70b9\u7075\u6027\uff0c\u662f\u4e00\u4e2a24\u5c0f\u65f6\u9ad8\u541e\u5410\u91cf\u5e72\u6d3b\u7684\u5728\u6821\u5927\u5b66\u751f\u3002\u6700\u7ec8\u4ea7\u7269\u7684\u6c34\u5e73\u53d6\u51b3\u4e8e\u4f5c\u4e3aAgent\u5185\u6838\u7684\u6c34\u5e73\u548c\u53ef\u63a5\u89e6\u7684\u6570\u636e\u8d28\u91cf\u3002\u8fd9\u5c31\u662f\u4e00\u4e2a\u76f8\u5bf9\u6211\u89c9\u5f97\u7406\u6027\u7684\u8bc4\u4ef7\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u7b2c\u4e94\u7ae0\uff1a\u5bf9Manus\u7684\u4e89\u8bae\u548c\u601d\u8003<\/strong><\/div>\n<div class=\"paragraph\">\u597d\uff0c\u6211\u4eec\u804a\u5b8c\u4f7f\u7528\uff0c\u804a\u5230\u4eca\u5929\u7684\u6700\u540e\u4e00\u7ae0\uff0c\u6211\u53eb\u201c\u66b4\u529b\u8f93\u51fa\u5168\u662f\u6b7b\u8d27\u201d\u3002\u5217\u4e86\u51e0\u4e2a\u5173\u952e\u8bcd\uff0c\u7b2c\u4e00\u4e2a\u5173\u952e\u8bcd\u201c\u5e72\u5565\u5565\u4e0d\u884c\u201d\u3002\u7b2c\u4e8c\u4e2a\u5173\u952e\u8bcd\u201c\u4e0d\u5c31\u662fTalk\u201d\u3002\u7b2c\u4e09\u4e2a\u5173\u952e\u8bcd\u201c\u5f00\u6e90\uff0c\u4e09\u5c0f\u65f6\u590d\u73b0\u201d\u3002\u7b2c\u56db\u4e2a\u5173\u952e\u8bcd\u201c\u6ca1\u6709\u6280\u672f\u521b\u65b0\u201d\u3002\u7b2c\u4e94\u4e2a\u5173\u952e\u8bcd\u201c\u80af\u5b9a\u662f\u70ae\u7070\u201d\u3002\u7b2c\u516d\u4e2a\u5173\u952e\u8bcd\u201c\u8425\u9500\u80af\u5b9a\u82b1\u94b1\u4e86\u201d\uff0c\u6211\u4eec\u4e00\u4e2a\u4e00\u4e2a\u6765\u8bb2\u3002<\/div>\n<div class=\"paragraph\">\u201c\u5e72\u5565\u5565\u4e0d\u884c\u201d\u3002\u786e\u5b9e\u4f60\u4f1a\u53d1\u73b0\u4eca\u5929\u8fd9\u4e2a\u65f6\u95f4\u70b9\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u901a\u7528\u7684\u6216\u8005\u5b9a\u4e49\u53eb\u901a\u7528Agent\u7684\u4ea7\u54c1\u800c\u8a00\uff0c\u4f60\u5f88\u96be\u5728\u6bcf\u4e00\u4e2a\u5782\u7c7b\u7684\uff0c\u5c24\u5176\u662f\u7279\u522b\u5782\u76f4\u7684\u573a\u666f\u4e0b\u8981\u6c42\u4ed6\u505a\u7684\u5c3d\u5584\u5c3d\u7f8e\u3002\u4f46\u8fd9\u91cc\u9762\u51fa\u73b0\u4e00\u4e2a\u95ee\u9898\uff0c\u8fd9\u4e2a\u95ee\u9898\u662f\u4e00\u4e2a\u6216\u8005\u8fd9\u4e2a\u573a\u666f\u662f\u4e00\u4e2a\u5f88\u6709\u610f\u601d\u7684\u573a\u666f\u3002<\/div>\n<div class=\"paragraph\">\n<p>Manus\u706b\u7684\u5f53\u5929\uff0c\u6709\u4e00\u4f4d\u8bb0\u8005\u670b\u53cb\u6253\u7535\u8bdd\u8ddf\u6211\u804a\uff0c\u8ddf\u6211\u95ee\uff0c\u56e0\u4e3a\u4ed6\u77e5\u9053\u6211\u6709\u9080\u8bf7\u7801\uff0c\u4ed6\u77e5\u9053\u6211\u5728\u7528\u3002\u4ed6\u662f\u4e00\u4e2a\u6ca1\u6709\u90a3\u4e48\u5173\u6ce8\u79d1\u6280\u884c\u4e1a\u7684\uff0c\u7b97\u662f\u4e00\u4e2a\u5927\u4f17\u5a92\u4f53\u7684\u8bb0\u8005\u3002\u6240\u4ee5\u4e0a\u6765\u4ed6\u7684\u7b2c\u4e00\u4e2a\u95ee\u9898\u662f\u4e00\u4e2a\u975e\u5e38\u6734\u5b9e\u7684\u95ee\u9898\uff0c\u201c\u597d\u7528\u5417\uff1f\u201d\u6211\u542c\u5230\u8fd9\u4e2a\u95ee\u9898\u7684\u7b2c\u4e00\u53cd\u5e94\u662f\u6211\u5148\u8981\u60f3\u600e\u4e48\u53bb\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\u3002\u6211\u5148\u505c\u987f\u4e86\u4e00\u4e0b\uff0c\u7136\u540e\u6211\u53e0\u4e86\u4e2a\u7532\uff0c\u8fd9\u4e2a\u7532\u662f\u4ec0\u4e48\u5462\uff1f\u5c31\u662f\u8bf4\u6211\u8ddf\u4ed6\u8bf4\uff0c\u6211\u8bf4\u73b0\u5728\u7684\u5f88\u591a\u6d4b\u8bd5\u6848\u4f8b\u90fd\u4f1a\u6709\u66f4\u597d\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u6240\u4ee5\u8fd9\u4e2a\u95ee\u9898\u7684\u7b54\u6848\u53ea\u80fd\u4ee3\u8868\u6211\u81ea\u5df1\u3002\u4f46\u8bf7\u8bb0\u4f4f\u4ed6\u4eec\u6240\u5f3a\u8c03\u7684\u201c<\/p>\n<div class=\"paragraph\">\u901a\u7528\u201d\u662f\u4ec0\u4e48\u610f\u601d\uff1f\u5c31\u662f\u8bf4\u6bd4\u5982\u4eca\u5929\u8ba9\u5b83\u505a\u4e2aPPT\uff0c\u4e13\u95e8\u505aPPT\u7684\u5de5\u5177\u4e00\u5b9a\u6709\u6bd4\u5b83\u66f4\u597d\u7684\u65b9\u6848\u3002\u4f46\u5b83\u4e0d\u662f\u4e13\u95e8\u4e3aPPT\u51c6\u5907\u7684\uff0c\u5bf9\u5417\uff1f<\/div>\n<div class=\"paragraph\">\u8fd9\u5c31\u5f15\u53d1\u4e86\u4e00\u4e2a\u5176\u5b9e\u621195\u5e74\u6bd4\u5c14\u00b7\u76d6\u8328\u53bb\u4e0a\u4e00\u4e2a\u8282\u76ee\u8bb2\u8ff0\u4e92\u8054\u7f51\u7684\u90a3\u4e2a\u6545\u4e8b\u3002\u4e3b\u6301\u4eba\u95ee\u8bf4\uff0c\u542c\u8bf4\u524d\u4e24\u5929\u4e92\u8054\u7f51\u53d1\u751f\u4e86\u4e00\u4e2a\u91cd\u5927\u7684\u65b0\u95fb\uff0c\u662f\u53ef\u4ee5\u76f4\u64ad\u542c\u5230\u68d2\u7403\u6bd4\u8d5b\u7684\u73b0\u573a\u7684\u6bd4\u8d5b\u3002\u7136\u540e\u522b\u4eba\u8bf4\u201c\u662f\u554a\u201d\uff0c\u7136\u540e\u90a3\u4e2a\u4e3b\u6301\u4eba\u95ee\uff0c\u201c\u90a3\u6211\u7684\u6536\u97f3\u673a\u662f\u5e72\u561b\u7684\uff1f\u201d\u7136\u540e\u4ed6\u53c8\u8bf4\uff0c\u6700\u8fd1\u4ec0\u4e48\u4e0a\u4e86\u4e00\u4e2a\u6c7d\u8f66\u7f51\u7ad9\uff0c\u53ef\u4ee5\u67e5\u5404\u79cd\u5404\u6837\u6c7d\u8f66\u7684\u6570\u636e\u3002\u4e3b\u6301\u4eba\u53c8\u95ee\uff0c\u201c\u90a3\u6211\u7684\u6c7d\u8f66\u6742\u5fd7\u662f\u5e72\u561b\u7684\uff1f\u201d\u6211\u89c9\u5f97\u662f\u4e00\u6837\u7684\u3002<\/div>\n<hr \/>\n<div class=\"paragraph\"><strong class=\"\">\u201c\u4e0d\u5c31\u662fTalk\u201d\uff1f<\/strong><\/div>\n<div class=\"paragraph\">\u201c\u901a\u7528\u201d\u4e4b\u540e\uff0c\u7b2c\u4e8c\u4e2a\u5173\u952e\u8bcd\u662f\u201c\u4e0d\u5c31\u662fTalk\u201d\u3002\u8fd9\u4e2a\u5e94\u8be5\u662f\u592a\u591a\u6b21\u7684\u51fa\u73b0\u5728\u8fc7\u53bb\u8fd9\u4e00\u6bb5\u65f6\u95f4\u7684\u5404\u79cd\u5404\u6837\u7684\u5730\u65b9\uff0c\u4e0d\u5c31\u662f\u5957\u58f3\u5417\uff1f\u6211\u7684\u7b54\u6848\u7279\u522b\u7b80\u5355\uff0c\u201c\u4e0d\u5c31\u662f\u4e09\u4e2a\u5b57\u201d\u662f\u4e00\u79cd\u5077\u61d2\u7684\u8bf4\u6cd5\uff0c\u751a\u81f3\u6709\u70b9\u50b2\u6162\u3002<\/div>\n<div class=\"paragraph\">\u4ec0\u4e48\u53eb\u201cTalk Popularity\u201d\uff1f\u662f\u4e0d\u662fTalk Seek\uff0c\u662f\u4e0d\u662fTalk Yuanbao\uff0c\u4ee5\u53ca\u4e00\u5806\u63a5\u4e86DeepSeek\u7684\u5e94\u7528\uff1f\u662f\u4e0d\u662fTalk\u3002\u9488\u5bf9\u8fd9\u4e2a\u8bdd\u9898\uff0c\u6211\u5728\u63a8\u7279\u4e0a\u548c\u6781\u5ba2\u516c\u56ed\u627e\u4e86\u4e09\u4e2a\u6211\u7684\u540c\u884c\u6295\u8d44\u4eba\u7684\u89c2\u70b9\u3002<\/div>\n<div class=\"paragraph\">\u9996\u5148\u662f\u5b87\u68ee\uff0c\u5b87\u68ee\u662fManus\u7684\u6295\u8d44\u4eba\uff0c\u6240\u4ee5\u4ed6\u662f\u5229\u76ca\u76f8\u5173\u65b9\u3002\u4ed6\u53d1\u4e86\u8fd9\u6837\u4e00\u6bb5\u8bdd\uff0c\u4ed6\u8bf42013\u5e741\u6708\u6211\u770b\u5230\u4e00\u4e2a\u4ea7\u54c1\u53ebPop Lexi\uff0c\u7528\u8d77\u6765\u89c9\u5f97\u633a\u6709\u610f\u601d\uff0c\u4e8e\u662f\u7acb\u523b\u53bb\u95ee\u4e86\u4e00\u4f4d\u5bf9\u641c\u7d22\u548cAI\u90fd\u5f88\u6709\u7ecf\u9a8c\u7684\u5927\u725b\u670b\u53cb\u3002\u4ed6\u770b\u4e86\u4e00\u773c\u8bf4\u201c\u6709\u70b9\u610f\u601d\uff0c\u4f46\u8fd9\u4e2a\u6ca1\u6709\u58c1\u5792\uff0c\u6211\u5468\u672b\u53ef\u4ee5\u6413\u51fa\u4e00\u4e2a\u51fa\u6765\u3002\u201d\u540e\u6765\u4ed6\u5468\u672b\u8fd8\u771f\u7684\u53d1\u4e86\u4e00\u4e2a\u539f\u578b\u7ed9\u6211\u3002<\/div>\n<div class=\"paragraph\">2023\u5e74\u4e2d\uff0c\u4e00\u4f4d\u597d\u670b\u53cb\u95ee\u6211\uff0c\u6709\u673a\u4f1a\u5c0f\u51e0\u4ebf\u7f8e\u91d1\u4f30\u503c\u6295Pop 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