{"id":1079248,"date":"2026-02-02T17:53:03","date_gmt":"2026-02-02T17:53:03","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&p=1079248"},"modified":"2026-02-03T15:44:44","modified_gmt":"2026-02-03T15:44:44","slug":"inside-the-layers-of-the-agentic-revolution-interview-by-tcg-summit","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/inside-the-layers-of-the-agentic-revolution-interview-by-tcg-summit\/","title":{"rendered":"\u4ee3\u7406\u9769\u547d\u7684\u5c42\u5c42\u5185\u5e55 - TCG \u5cf0\u4f1a\u8bbf\u8c08"},"content":{"rendered":"

\u91c7\u8bbf \u7231\u5fb7\u534e-\u5fb7\u6885\u6cfd\u62c9\u514b<\/a>, \u4ed6\u662f Artefact<\/a>, \u7531\u6280\u672f\u6d88\u8d39\u54c1\u5cf0\u4f1a\uff08TCG\uff09\u4e3b\u529e\u3002.<\/p>\n

Edouard de M\u00e9zerac\u6982\u8ff0\u4e86\u4ee3\u7406AI\u5c06\u5982\u4f55\u91cd\u65b0\u5b9a\u4e49\u4ece\u6d88\u8d39\u8005\u8d2d\u7269\u5230\u5185\u90e8\u96f6\u552e\u8fd0\u8425\u7684\u4e00\u5207\uff0c\u4ee5\u53ca\u4f01\u4e1a\u5982\u4f55\u5145\u5206\u53d1\u6325\u5176\u4f5c\u7528\u3002.<\/p>\n

\u672a\u6765\u51e0\u5e74\uff0c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5c06\u5982\u4f55\u6539\u53d8\u6d88\u8d39\u8005\u641c\u7d22\u3001\u6bd4\u8f83\u548c\u8d2d\u4e70\u4ea7\u54c1\u7684\u65b9\u5f0f\uff1f<\/h3>\n

\u5b83\u6709\u4e09\u4e2a\u5c42\u6b21\u3002\u7b2c\u4e00\u5c42\u662f\u4e2a\u4eba\u6d88\u8d39\u8005\u4f7f\u7528\u81ea\u5df1\u7684\u4e2a\u4eba\u4ee3\u7406\u8fdb\u884c\u8d2d\u7269\uff0c\u8fd9\u53ef\u80fd\u6bd4\u6211\u4eec\u60f3\u8c61\u7684\u6765\u5f97\u66f4\u5feb\u3002\u5982\u679c\u4f60\u5f00\u59cb\u8ba9\u6d88\u8d39\u8005\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u8d2d\u7269\uff0c\u800c\u4f60\u7684\u7f51\u7ad9\u8fd8\u6ca1\u6709\u51c6\u5907\u597d\uff0c\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u5982\u679c\u4f53\u9a8c\u4e0d\u4f73\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u8fd9\u53ef\u80fd\u4f1a\u5bf9\u67d0\u4e9b\u54c1\u724c\u6784\u6210\u6218\u7565\u5a01\u80c1\u3002.<\/p>\n

\u7b2c\u4e8c\u5c42\u662f\u96f6\u552e\u5546\u548c\u5206\u9500\u5546\u7684\u6574\u4e2a\u751f\u6001\u7cfb\u7edf\u3002\u4ee5 OpenAI \u4e0e\u6c83\u5c14\u739b\u7684\u5408\u4f5c\u4e3a\u4f8b\u3002\u6c83\u5c14\u739b\u7684\u5546\u54c1\u53ef\u4ee5\u5728 ChatGPT \u4e0a\u83b7\u5f97\u548c\u641c\u7d22\uff0c\u5e76\u6709\u53ef\u80fd\u901a\u8fc7\u76f4\u63a5\u94fe\u63a5\u5230\u7f51\u7ad9\u8fdb\u884c\u4ea4\u6613\u3002\u8fd9\u6b63\u5728\u6210\u4e3a\u4e00\u4e2a\u65b0\u7684\u8d2d\u7269\u754c\u9762\uff0c\u5c31\u50cf\u8fc7\u53bb\u4efb\u4f55\u5176\u4ed6\u7535\u5b50\u5546\u52a1\u5e73\u53f0\u4e00\u6837\uff0c\u4e0d\u540c\u7684\u662f\uff0c\u8fd9\u79cd\u4f53\u9a8c\u53ef\u4ee5\u66f4\u6df1\u5165\uff0c\u56e0\u4e3a ChatGPT\u3001Anthropic\u3001Gemini \u7b49\u5bf9\u6d88\u8d39\u8005\u7684\u4e86\u89e3\u6bd4\u4ea4\u6613 data \u8981\u6df1\u5165\u5f97\u591a\u3002.<\/p>\n

\u7b2c\u4e09\u5c42\u662f\u4ee3\u7406\u5546\u52a1\uff0c\u5e2e\u52a9\u96f6\u552e\u5546\u7684\u6240\u6709\u5185\u90e8\u6d41\u7a0b\u3002\u660e\u5929\uff0c\u4ee3\u7406\u5546\u52a1\u5c06\u5e2e\u52a9\u9500\u552e\u4eba\u5458\u4e0e\u96f6\u552e\u5546\u63a5\u89e6\uff0c\u5e76\u5229\u7528\u4ee3\u7406\u6765\u63d0\u5347\u4ed6\u4eec\u7684\u5de5\u4f5c\u3002\u8fd9\u53ef\u80fd\u4f1a\u89e6\u53ca\u54c1\u724c\u65b9\u7684\u73b0\u573a\u4eba\u5458\u548c\u96f6\u552e\u5546\u7684\u6240\u6709\u804c\u80fd\uff1a\u4fc3\u9500\u8ba1\u5212\u3001\u8c08\u5224\u3001\u4f9b\u5e94\u5546\u4f18\u5316\u7b49\u3002.<\/p>\n

\u5bf9\u4e8e\u5e0c\u671b\u5728\u552e\u540e\u670d\u52a1\u3001\u4f9b\u5e94\u94fe\u3001\u4e2a\u6027\u5316\u8425\u9500\u7b49\u9886\u57df\u90e8\u7f72\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u7684\u516c\u53f8\u6765\u8bf4\uff0c\u4ed6\u4eec\u9700\u8981\u9996\u5148\u6ee1\u8db3\u54ea\u4e9b\u5148\u51b3\u6761\u4ef6\uff1f<\/h3>\n

\u8fd9\u91cc\u53c8\u6709\u4e09\u4e2a\u89d2\u5ea6\u3002\u9996\u5148\u662f data \u51c6\u5907\u5c31\u7eea\uff0c\u6216\u8005\u8bf4\u662f\u8bed\u4e49 data \u51c6\u5907\u5c31\u7eea\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u5728\u6b63\u786e\u7684 data \u8bbe\u7f6e\u4e2d\u63d0\u4f9b\u53d7\u7ba1\u7406\u7684 data\uff0c\u786e\u4fdd data \u7684\u5b9e\u9645\u542b\u4e49\u6709\u6807\u51c6\u5b9a\u4e49\uff0c\u5373\u4ea7\u54c1\u662f\u4ec0\u4e48\u3001\u6d41\u7a0b\u662f\u4ec0\u4e48\u3001\u5165\u53e3\u4f4d\u7f6e\u662f\u4ec0\u4e48\u3001\u4f9b\u5e94\u5546\u662f\u4ec0\u4e48\u7b49\u3002\u5728\u516c\u53f8\u5185\u90e8\u4f7f\u7528\u5171\u540c\u8bed\u8a00\u3002.<\/p>\n

\u7b2c\u4e8c\u5c42\u662f\u505a\u597d\u6d41\u7a0b\u51c6\u5907\u3002\u8bb8\u591a\u96f6\u552e\u6216\u6d88\u8d39\u7c7b\u7535\u5b50\u4ea7\u54c1\u516c\u53f8\u5728\u7ecf\u8425\u4e1a\u52a1\u65f6\u90fd\u975e\u5e38\u6ce8\u91cd\u521b\u4e1a\u7cbe\u795e\uff0c\u5e76\u7ed9\u4e88\u4e1a\u52a1\u56e2\u961f\u5f88\u5927\u7684\u81ea\u7531\u5ea6\u3002\u4f46\u662f\uff0c\u5982\u679c\u8981\u5728\u516c\u53f8\u4e2d\u5d4c\u5165\u4ee3\u7406\u5546\uff0c\u5c31\u9700\u8981\u6709\u660e\u786e\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u7aef\u5230\u7aef\u6d41\u7a0b\u6765\u51b3\u5b9a\u4ee3\u7406\u5546\u7684\u5b9e\u9645\u4f4d\u7f6e\u3002.<\/p>\n

\u7b2c\u4e09\u4e2a\u5148\u51b3\u6761\u4ef6\u662f\u505a\u597d\u6280\u672f\u51c6\u5907\u3002\u8fd9\u610f\u5473\u7740\u8981\u505a\u51fa\u4e00\u4e9b\u9009\u62e9\uff0c\u6bd4\u5982\u662f\u8d2d\u4e70\u8fd8\u662f\u5f00\u53d1\u81ea\u5df1\u7684\u4ee3\u7406\u3002\u91cd\u8981\u7684\u662f\u8981\u6709\u4e00\u4e2a\u660e\u786e\u7684\u6218\u7565\uff0c\u5e76\u62e5\u6709\u4f7f\u5176\u53d1\u6325\u4f5c\u7528\u7684\u6280\u672f\u57fa\u7840\u3002.<\/p>\n

\u5728 TCG \u9886\u57df\uff0c\u6574\u5408\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u540e\uff0c\u54ea\u4e9b\u9886\u57df\u7684\u6295\u8d44\u56de\u62a5\u6f5c\u529b\u6700\u5927\uff1f<\/h3>\n

\u4e00\u5207\u56f4\u7ed5\u5ba2\u6237\u670d\u52a1\u3002\u8bb8\u591a\u516c\u53f8\u90fd\u6ca1\u6709\u5145\u5206\u5229\u7528\u81ea\u6211\u4fdd\u5065\u9009\u9879\uff0c\u800c\u662f\u82b1\u94b1\u96c7\u4eba\u63a5\u542c\u7535\u8bdd\uff0c\u5904\u7406\u4e00\u4e9b\u975e\u5e38\u5c0f\u7684\u3001\u6709\u9650\u7684\u4e8b\u60c5\u3002.<\/p>\n

\u8fd9\u662f\u7acb\u7aff\u89c1\u5f71\u7684\u6295\u8d44\u56de\u62a5\u7387\u3002\u7b2c\u4e8c\u4e2a\u9886\u57df\u662f\u5185\u5bb9\u3001\u8425\u9500\u548c\u5a92\u4f53\u3002\u4e00\u4e9b\u516c\u53f8\u6b63\u5728\u6839\u636e\u8bed\u8a00\u3001\u4ea7\u54c1\u548c\u5730\u70b9\u81ea\u52a8\u8c03\u6574\u8425\u9500\u6d3b\u52a8\u7684\u5185\u5bb9\uff0c\u8fd9\u6bd4\u5728\u4e00\u4e2a\u8425\u9500\u6d3b\u52a8\u4e2d\u91c7\u7528\u5355\u4e00\u5185\u5bb9\u683c\u5f0f\u8981\u5feb\u5f97\u591a\u3002.<\/p>\n

\u4fe1\u606f\u6280\u672f\u53ef\u80fd\u662f\u88ab\u98a0\u8986\u6700\u4e25\u91cd\u7684\u9886\u57df\u4e4b\u4e00\uff0c\u5e76\u6709\u53ef\u80fd\u8282\u7701\u5927\u91cf\u8d44\u91d1\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u52a0\u901f\u4ece\u4e00\u79cd\u8bed\u8a00\u5230\u53e6\u4e00\u79cd\u8bed\u8a00\u7684\u8fc1\u79fb\u3002\u53ea\u9700\u8fd0\u884c IT \u67b6\u6784\u7684 ThinOps\uff0c\u76d1\u63a7\u6210\u672c\u3001\u76d1\u63a7\u5f02\u5e38\u60c5\u51b5\u7b49\uff0c\u4eba\u5de5\u667a\u80fd\u5c31\u80fd\u53d1\u6325\u4f5c\u7528\u3002.<\/p>\n

\u6709\u4e86 Agentic\uff0c\u6bcf\u9879\u529f\u80fd\u90fd\u4f1a\u53d7\u5230\u5f71\u54cd\u3002\u5728\u6211\u5c06\u4e8e\u56fd\u9645 TCG \u96f6\u552e\u5cf0\u4f1a\u4e0a\u5206\u4eab\u7684\u6848\u4f8b\u4e2d\uff0c\u6211\u4eec\u5e2e\u52a9\u5bb6\u4e50\u798f\u68c0\u67e5\u4e86\u6240\u6709\u6d41\u7a0b\u548c\u5de5\u4f5c\u6d41\uff0c\u9274\u5b9a\u4e86\u6bcf\u4e2a\u6d41\u7a0b\u548c\u5de5\u4f5c\u6d41\u7684\u4ee3\u7406\u6f5c\u529b\u3002.<\/p>","protected":false},"excerpt":{"rendered":"

Edouard de M\u00e9zerac\u6982\u8ff0\u4e86\u4ee3\u7406AI\u5c06\u5982\u4f55\u91cd\u65b0\u5b9a\u4e49\u4ece\u6d88\u8d39\u8005\u8d2d\u7269\u5230\u5185\u90e8\u96f6\u552e\u8fd0\u8425\u7684\u4e00\u5207\uff0c\u4ee5\u53ca\u4f01\u4e1a\u5982\u4f55\u5145\u5206\u53d1\u6325\u5176\u4f5c\u7528\u3002.<\/p>","protected":false},"featured_media":1080343,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[2995,21940],"blog-language":[2991],"class_list":["post-1079248","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-ai-technology","blog-category-generative-ai","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/1079248","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/1080343"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=1079248"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=1079248"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=1079248"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}