{"id":27658,"date":"2025-04-07T09:00:58","date_gmt":"2025-04-07T01:00:58","guid":{"rendered":"https:\/\/www.ileolife.com\/?p=27658"},"modified":"2025-04-02T13:33:43","modified_gmt":"2025-04-02T05:33:43","slug":"deep-research-%e6%98%af%e4%bb%80%e9%ba%bc%ef%bc%9f%e8%8a%b1%e6%99%82%e9%96%93%e8%92%90%e9%9b%86%e8%b3%87%e6%96%99%e3%80%81%e6%8e%a8%e7%90%86%e7%b2%be%e7%b7%b4%e3%80%81%e7%b7%a9%e8%a7%a3%e5%b9%bb","status":"publish","type":"post","link":"https:\/\/www.ileolife.com\/?p=27658","title":{"rendered":"Deep research \u662f\u4ec0\u9ebc\uff1f\u82b1\u6642\u9593\u8490\u96c6\u8cc7\u6599\u3001\u63a8\u7406\u7cbe\u7df4\u3001\u7de9\u89e3\u5e7b\u89ba\uff0c\u662f\u5c6c\u65bc AI \u7684\u300c\u6162\u601d\u8003\u300d"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"27658\" class=\"elementor elementor-27658\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c27108a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c27108a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d5e88e4\" data-id=\"d5e88e4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7d70ad3 elementor-widget elementor-widget-text-editor\" data-id=\"7d70ad3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>AI \u5728\u904e\u53bb\u5e7e\u5e74\u9593\u8fc5\u901f\u6ef2\u900f\u5230\u591a\u9818\u57df\u7684\u61c9\u7528\u4e4b\u4e2d\uff0c\u77e5\u8b58\u5de5\u4f5c\u8005\u4e5f\u591a\u591a\u5c11\u5c11\u4e86\u89e3\u4f7f\u7528\u7684\u6280\u5de7\uff0c\u4f46\u662f\u8a31\u591a\u4eba\u9072\u9072\u8de8\u4e0d\u904e\u4ed8\u8cbb\u7684\u9580\u6abb\uff0c\u70ba\u7684\u5c31\u662f\u7b49\u5f85\u4e00\u500b\u6bba\u624b\u7d1a\u61c9\u7528\uff0c\u800c\u9019\u9663\u5b50\u958b\u59cb\u5e2d\u6372\u77e5\u8b58\u5de5\u4f5c\u8005\u76ee\u5149\uff0c\u4e14\u6210\u529f\u8b93\u4e0d\u5c11\u4eba\u4ed8\u8cbb\u7684\u61c9\u7528\uff0c\u5c31\u662f deep research\uff08\u6df1\u5ea6\u7814\u7a76\uff09\u3002<\/p><p>2025 \u5e74 2 \u6708\u521d\uff0cOpenAI \u5728 ChatGPT \u4e2d\u5f15\u5165\u7684 deep research \u529f\u80fd\uff0c\u4e5f\u5c31\u662f\u900f\u904e AI \u4ee3\u7406\u5206\u968e\u6bb5\u8490\u96c6\u3001\u63a8\u7406\u8cc7\u6599\uff0c\u4e26\u6574\u5408\u6210\u4e00\u4efd\u7814\u7a76\u5831\u544a\u3002\u8a72\u529f\u80fd\u8d77\u521d\u50c5\u63d0\u4f9b\u7d66\u4ed8\u8cbb\u8f03\u9ad8\u7684 Pro \u7528\u6236\uff0c\u4f46\u7531\u65bc\u5831\u544a\u54c1\u8cea\u9a5a\u4eba\uff0c\u6709\u78a9\u535a\u58eb\u751f\u7684\u6c34\u6e96\uff0c\u56e0\u6b64\u53e3\u7891\u7206\u68da\u3002\u5728\u5e02\u5834\u6572\u7897\u4e0b\uff0c\u76ee\u524d\u5df2\u958b\u653e\u7d66\u6240\u6709\u4ed8\u8cbb\u7528\u6236\uff0c\u6bcf\u6708\u5747\u9644\u5e36 10 \u6b21\u67e5\u8a62\u7684\u6a5f\u6703\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e5098a2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e5098a2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3a3076a\" data-id=\"3a3076a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ea3aa95 elementor-widget elementor-widget-text-editor\" data-id=\"ea3aa95\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><span style=\"color: #666699\"><strong>ChatGPT \u958b\u653e\u7d66\u6240\u6709\u4ed8\u8cbb\u7528\u6236\uff0cGrok \u8207 Perplexity \u6709\u514d\u8cbb\u67e5\u8a62\u984d\u5ea6<\/strong><\/span><\/h3><p>\u5f88\u6709\u8da3\u7684\u662f\uff0c\u76ee\u524d AI \u9f8d\u982d\u5011\u70ba\u9019\u985e\u61c9\u7528\u53d6\u7684\u7522\u54c1\u540d\uff0c\u6e05\u4e00\u8272\u90fd\u53eb\u505a deep Research\uff0c\u53ea\u6709 Grok3 \u662f\u53eb\u505a Deep Search\uff0c\u9019\u7a2e\u547d\u540d\u6beb\u7121\u8b58\u5225\u5ea6\u4e5f\u5be6\u5c6c\u7f55\u898b\u3002<\/p><p>\u5be6\u969b\u4e0a\uff0cGoogle \u65e9\u5728 2024 \u5e74\u5e95\u5728\u5c31\u70ba Gemini \u63a8\u51fa\u4e86\u300cdeep research\u300d\u529f\u80fd\uff0c\u8c37\u6b4c\u6709\u641c\u7d22\u5f15\u64ce\u4ee5\u53ca\u8c37\u6b4c\u5b78\u8853\u7684\u512a\u52e2\u539f\u61c9\u8a72\u5728\u9019\u61c9\u7528\u4e0a\u767c\u5149\u767c\u71b1\uff0c\u4f46\u53ef\u60dc\u751f\u6210\u5831\u544a\u7684\u7a0b\u5ea6\u6709\u843d\u5dee\uff0c\u800c\u4e14\u5e7b\u89ba\u56b4\u91cd\uff0c\u6240\u4ee5\u624d\u8b93 OpenAI \u6709\u5f8c\u767c\u5148\u81f3\u7684\u6a5f\u6703\u3002\u6b64\u5916\uff0c\u4f0a\u9686\uff0e\u99ac\u65af\u514b\uff08Elon Musk\uff09\u7684 xAI \u65bc 2025 \u5e74 2 \u6708\u63a8\u51fa\u65b0\u6a21\u578b Grok-3\uff0c\u56e0\u70ba\u6709\u500b\u6709\u9322\u5c31\u662f\u4efb\u6027\u7684\u9996\u5bcc\u7238\u7238\uff0c\u56e0\u6b64\u5b83\u7684\u300cdeep search\u300d\u529f\u80fd\uff08\u540d\u7a31\u5c11\u4e86\u500b &#8220;re&#8221;\uff0c\u4f46\u529f\u80fd\u76f8\u540c\uff09\uff0c\u7121\u9650\u5236\u63d0\u4f9b\u67e5\u8a62\u670d\u52d9\uff0c\u76f4\u81f3\u4f3a\u670d\u5668\u6eff\u8f09\u3002\u800c\u6700\u5f15\u4eba\u6ce8\u76ee\u7684\u662f Perplexity\uff0c\u5176\u300cdeep research\u300d\u529f\u80fd\uff0c\u8b93\u6240\u6709\u514d\u8cbb\u6703\u54e1\u6bcf\u65e5\u4eab\u6709 5 \u6b21\u67e5\u8a62\u984d\u5ea6\u3002<\/p><p>2002 \u5e74\u8afe\u8c9d\u723e\u7d93\u6fdf\u5b78\u734e\u5f97\u4e3b\u4e39\u5c3c\u723e\uff0e\u5eb7\u7d0d\u66fc\uff08Daniel Kahneman\uff09\u7684\u8457\u4f5c\u300a\u5feb\u601d\u6162\u60f3\u300b\uff0c\u63d0\u5230\u4e86\u4eba\u985e\u5927\u8166\u4e2d\u6709 2 \u7a2e\u601d\u7dad\u9ad4\u7cfb\uff0c\u57fa\u65bc\u76f4\u89ba\u3001\u5feb\u901f\u3001\u4f4e\u8017\u80fd\u4f46\u672a\u5fc5\u6b63\u78ba\u7684\u7cfb\u7d71 1\uff0c\u4ee5\u53ca\u57fa\u65bc\u908f\u8f2f\u63a8\u7406\u3001\u8f03\u70ba\u7de9\u6162\u3001\u9ad8\u8017\u80fd\u4f46\u6b63\u78ba\u7387\u6bd4\u4f8b\u9ad8\u7684\u7cfb\u7d71\u3002deep research \u7684\u51fa\u73fe\u63ed\u793a\u8457 AI \u8de8\u8d8a\u4e86\u5f9e\u804a\u5929\u6a5f\u5668\u4eba\u81f3\u63a8\u7406\u8005\u4e4b\u9593\u7684\u9d3b\u6e9d\uff0c\u4e5f\u540c\u6642\u610f\u5473\u8457\u70ba\u4e86\u7372\u53d6\u66f4\u5177\u6d1e\u5bdf\u529b\u8207\u6df1\u5ea6\u7684\u7d50\u8ad6\u5831\u544a\uff0c\u6211\u5011\u9858\u610f\u7d66\u4e88\u6a21\u578b\u5145\u88d5\u7684\u6642\u9593\u5ee3\u6cdb\u7684\u8cc7\u6599\u8490\u96c6\uff0c\u7406\u89e3\u5167\u5bb9\u3001\u68b3\u7406\u80cc\u666f\u8108\u7d61\uff0c\u7d93\u904e\u591a\u6b21\u63a8\u7406\u8207\u6574\u5408\u5206\u6790\u4f86\u7cbe\u7149\u89c0\u9ede\uff0c\u9019\u4e5f\u6b63\u662f\u5c6c\u65bc\u6a5f\u5668\u7684\u300c\u6162\u601d\u8003\u300d\u3002<\/p><p>\u5728\u904e\u53bb\u4eba\u5de5\u667a\u6167\u6a21\u578b\u56e0\u70ba\u6709\u8457 OpenAI \u77e5\u540d\u7684\u64f4\u5c55\u5b9a\u5f8b\uff08scaling law\uff09\u7684\u5f71\u97ff\uff0c\u8a8d\u70ba\u6a21\u578b\u7684\u6548\u679c\u53ea\u8ddf\u795e\u7d93\u5143\u591a\u5be1\u3001\u8a13\u7df4\u7684\u8cc7\u6599\u91cf\u4ee5\u53ca\u8a13\u7df4\u7528\u7684\u7b97\u529b\u4e09\u8005\u6709\u95dc\uff0c\u4f46\u662f\u6bcf\u4e00\u9805\u7684\u63d0\u5347\u90fd\u662f\u9a5a\u4eba\u7684\u6210\u672c\u3002\u4f46\u6240\u8b02\u7684\u63a8\u7406\u6642\u523b\u8a08\u7b97\uff0c\u4e5f\u6b63\u662f\u4e0d\u7528\u628a\u904e\u591a\u6210\u672c\u653e\u5728\u9810\u8a13\u7df4\u4e0a\uff0c\u53ea\u8981\u6211\u5011\u5141\u8a31\u6a21\u578b\u63a8\u8ad6\u6642\u4e00\u6b65\u4e00\u6b65\u60f3\uff0c\u53cd\u800c\u53ef\u4ee5\u7372\u5f97\u597d\u5230\u9a5a\u4eba\u7684\u6210\u7e3e\uff0c\u9019\u5c31\u662f\u70ba\u4f55\u73fe\u5728\u300c\u6162\u601d\u8003\u300d\u6210\u70ba\u65b0\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u65b0\u5bf5\u3002<\/p><p>Deep research \u771f\u6b63\u843d\u5be6\u4e86\u300c\u6162\u601d\u8003\u300d\u7684\u672c\u8cea\u3002\u5b83\u85c9\u7531\u591a\u968e\u6bb5\u7814\u7a76\u8a08\u756b\u8207\u7e1d\u5bc6\u8490\u96c6\uff0c\u642d\u914d\u53cd\u601d\u5f0f\u7684\u6aa2\u9a57\u8207\u4fee\u6b63\uff0c\u4f7f\u5f97 AI \u80fd\u5728\u5feb\u901f\u56de\u61c9\u8207\u7cbe\u6e96\u601d\u8003\u4e4b\u9593\u53d6\u5f97\u5e73\u8861\uff0c\u56e0\u70ba\u662f\u5f9e\u591a\u91cd\u8cc7\u6599\u4f86\u6e90\u4e2d\u7406\u89e3\uff0c\u4fbf\u80fd\u907f\u514d\u76f2\u76ee\u4f9d\u8cf4\u5373\u6642\u8a0a\u606f\uff0c\u4e5f\u7de9\u89e3\u4e86\u5e7b\u89ba\u7684\u554f\u984c\u3002<\/p><p>\u6211\u5011\u53ef\u4ee5\u9019\u6a23\u770b deep research\uff0c\u5b83\u4e0d\u55ae\u7d14\u662f\u4e00\u7d44\u5de5\u5177\u6216\u4e00\u7a2e\u6280\u8853\uff0c\u800c\u662f\u6a21\u4eff\u4eba\u985e\u300c\u6df1\u5165\u63a2\u7a76\u300d\u8207\u300c\u5be6\u8e10\u843d\u5730\u300d\u4e26\u884c\u7684\u7814\u7a76\u65b9\u6cd5\u8ad6\u3002\u5728\u53c3\u8207 deep research \u7684\u904e\u7a0b\u4e2d\uff0cAI \u667a\u80fd\u9ad4\u4e0d\u50c5\u8981\u767c\u73fe\u554f\u984c\uff0c\u9084\u9700\u8981\u5728\u8fed\u4ee3\u4e2d\u6301\u7e8c\u63d0\u7149\u89e3\u6c7a\u7b56\u7565\u3002\u900f\u904e\u6df1\u5165\u800c\u5ee3\u535a\u7684\u8cc7\u6599\u8490\u96c6\u3001\u7e1d\u5bc6\u7684\u7406\u8ad6\u9a57\u8b49\u8207\u8de8\u9818\u57df\u89c0\u9ede\u7684\u878d\u5408\uff0c\u6700\u7d42\u5f62\u6210\u80fd\u771f\u6b63\u843d\u5730\u7684\u7d50\u8ad6\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c346970 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c346970\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b9ccbaf\" data-id=\"b9ccbaf\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cb658c9 elementor-widget elementor-widget-text-editor\" data-id=\"cb658c9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><span style=\"color: #666699\"><strong>Deep research \u53ef\u80fd\u91cd\u5851\u7684\u9818\u57df\uff1a\u4eba\u8cc7\u67e5\u6838\u3001\u5275\u6295\u8a55\u4f30\u3001\u4f01\u696d\u6388\u4fe1<\/strong><\/span><\/h3><p>\u6211\u66fe\u7d93\u62ff\u6211\u81ea\u5df1\u7684\u540d\u5b57\u53bb\u505a deep research\uff0c\u7d50\u679c\u7e3d\u7d50\u7684\u5831\u544a\u5b8c\u6574\u5230\u8b93\u6211\u9a5a\u8a1d\u4e0d\u5df2\uff0c\u6240\u4ee5 deep research \u9072\u65e9\u6703\u5728\u8a31\u591a\u9818\u57df\uff0c\u4e0d\u8ad6\u662f\u5728\u4eba\u8cc7\u9818\u57df\u4e2d\u505a\u5c65\u6b77\u7684\u67e5\u6838\u3001\u6295\u8cc7\u6a5f\u69cb\u60f3\u5c0d\u4e00\u7d1a\u6295\u8cc7\u6a19\u7684\u7684\u5275\u696d\u5718\u968a\u505a\u8a55\u4f30\uff0c\u9280\u884c\u8981\u5728\u4f01\u696d\u6388\u4fe1\u524d\u8981\u505a KYC\uff08know your customer\uff0c\u8a8d\u8b58\u4f60\u7684\u5ba2\u6236\uff09\u8207\u5fb5\u4fe1\u9818\u57df\u7684\u4f5c\u696d\u6d41\u7a0b\u6211\u8a8d\u70ba\u90fd\u6709\u53ef\u80fd\u88ab\u5927\u5e45\u91cd\u5851\u3002<\/p><p>\u667a\u80fd\u5f9e\u4f86\u5c31\u4e0d\u4fbf\u5b9c\uff0c\u4efb\u4f55\u4e8b\u7269\u90fd\u8981\u7b49\u50f9\u4ea4\u63db\uff0c\u539f\u6709\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7b49\u65bc\u662f\u62ff\u96fb\u529b\u63db\uff0c\u4f46\u662f\u7576\u8a9e\u8a00\u6a21\u578b\u7684\u898f\u6a21\u5927\u5230\u5f88\u96e3\u5728\u64f4\u5145\u6642\uff0c\u62ff\u6642\u9593\u505a\u4ea4\u63db\u770b\u8d77\u4f86\u662f\u500b\u5212\u7b97\u7684\u4ea4\u6613\u3002\u5404\u4f4d\u662f\u5426\u4e5f\u8a72\u9069\u6642\u7684\u8b93\u81ea\u5df1\u7684\u6b65\u8abf\u6162\u4e0b\u4f86\uff0c\u770b\u770b\u9019\u4e16\u754c\u4e5f\u8a31\u6703\u6709\u4e0d\u540c\u7684\u7cbe\u5f69\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0f277a3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f277a3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5c2998e\" data-id=\"5c2998e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7b3f3c9 elementor-widget elementor-widget-text-editor\" data-id=\"7b3f3c9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div 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