{"id":130294,"date":"2024-08-05T09:56:56","date_gmt":"2024-08-05T08:56:56","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=130294"},"modified":"2024-10-29T09:02:43","modified_gmt":"2024-10-29T09:02:43","slug":"totalenergies-trading-at-ai-for-finance-by-artefact-llm-for-trading","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/totalenergies-trading-at-ai-for-finance-by-artefact-llm-for-trading\/","title":{"rendered":"TOTALENERGIES TRADING at AI for Finance by Artefact - LLM for trading"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--link_color: var(--awb-color6);--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color1);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 description\" style=\"--awb-text-color:var(--awb-color5);--awb-text-font-family:&quot;PT Serif&quot;;--awb-text-font-style:normal;--awb-text-font-weight:400;\"><p>Artefact \u4e3e\u529e\u7684\u4eba\u5de5\u667a\u80fd\u91d1\u878d\u5cf0\u4f1a - 2024 \u5e74 9 \u6708 17 \u65e5 - \u5df4\u9ece<\/p>\n<p>\u9053\u8fbe\u5c14\u80fd\u6e90\u8d38\u6613\u516c\u53f8\u521b\u65b0\u4e3b\u7ba1\u3001\u6570\u5b57\u5b98 Pierre Van Ingelandt \u4e0e Artefact \u5408\u4f19\u4eba Lorenzo Croati \u8ba8\u8bba\u7684\u4e3b\u8981\u5185\u5bb9\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div><article class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--link_color: var(--awb-color6);--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:var(--awb-color1);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:670px;--awb-max-height:377px;--awb-align-self:center;--awb-width:100%;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:56.27%;\" ><iframe title=\"YouTube \u89c6\u9891\u64ad\u653e\u5668 1\" src=\"https:\/\/www.youtube.com\/embed\/IpMXCVjOoxU?wmode=transparent&autoplay=0\" width=\"670\" height=\"377\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u5bfc\u8a00<\/h2><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u89c6\u9891\u8ba8\u8bba\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u5728\u4ea4\u6613\u4e2d\u7684\u5e94\u7528\u3002\u9053\u8fbe\u5c14\u80fd\u6e90\u516c\u53f8\uff08TotalEnergies\uff09\u7684\u4ea4\u6613\u90e8\u95e8\u5728\u5168\u7403\u5404\u4e2d\u5fc3\u62e5\u6709 1,400-1,500 \u540d\u5458\u5de5\uff0c\u8d1f\u8d23\u7ba1\u7406\u77f3\u6cb9\u4ea4\u6613\u4ee5\u53ca\u5929\u7136\u6c14\u548c\u7535\u529b\u7b49\u65b0\u578b\u5546\u54c1\u3002\u516c\u53f8\u7684\u591a\u80fd\u6e90\u6218\u7565\u51b3\u5b9a\u4e86\u4ea4\u6613\u6d3b\u52a8\u7684\u6210\u719f\u5ea6\u5404\u4e0d\u76f8\u540c\uff0c\u56e0\u6b64\u91cd\u70b9\u5173\u6ce8\u7531\u6b64\u5e26\u6765\u7684\u6280\u672f\u6311\u6218\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u4e0d\u540c\u7684\u6210\u719f\u5ea6\u548c\u6570\u5b57\u5316\u6311\u6218<\/h2><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u9053\u8fbe\u5c14\u80fd\u6e90\u516c\u53f8\u7684\u4e0d\u540c\u4ea4\u6613\u9886\u57df\u5448\u73b0\u51fa\u4e0d\u540c\u7a0b\u5ea6\u7684\u6570\u5b57\u5316\u3002\u4f8b\u5982\uff0c\u77f3\u6cb9\u4ea4\u6613\u4f7f\u7528\u7684 IT \u7cfb\u7edf\u53ef\u8ffd\u6eaf\u5230 30 \u591a\u5e74\u524d\uff0c\u9700\u8981\u70b9\u5bf9\u70b9\u5904\u7406\uff0c\u800c\u7535\u529b\u4ea4\u6613\u7684\u6570\u5b57\u5316\u7a0b\u5ea6\u5219\u66f4\u9ad8\u3002\u8fd9\u4e9b\u5dee\u5f02\u5e26\u6765\u4e86\u6311\u6218\uff0c\u5c24\u5176\u662f\u5728\u8bd5\u56fe\u7edf\u4e00\u6574\u4e2a\u4ea4\u6613\u90e8\u95e8\u7cfb\u7edf\u7684\u540c\u65f6\u534f\u8c03\u8def\u7ebf\u56fe\u65b9\u9762\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u4ecb\u7ecd<\/h2><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u6839\u636e\u8def\u7ebf\u56fe\uff0c\u6211\u4eec\u5f00\u59cb\u5c1d\u8bd5\u4f7f\u7528\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\uff0c\u4ee5\u6fc0\u52b1\u4e1a\u52a1\u90e8\u95e8\u91c7\u7528\u8be5\u6280\u672f\u3002\u4e24\u4e2a\u7528\u4f8b\u73b0\u5df2\u6295\u5165\u4f7f\u7528\uff1a\u4e00\u4e2a\u7528\u4e8e\u4ea4\u6613\u524d\u7684\u4fe1\u606f\u8bbf\u95ee\u548c\u51b3\u7b56\uff0c\u53e6\u4e00\u4e2a\u7528\u4e8e\u4ea4\u6613\u540e\u7684\u5f02\u5e38\u68c0\u6d4b\u3002\u524d\u8005\u662f\u4e00\u79cd\u65b0\u7684\u51b3\u7b56\u5de5\u5177\uff0c\u540e\u8005\u5219\u6539\u8fdb\u4e86\u73b0\u6709\u7684\u673a\u5668\u5b66\u4e60\u89e3\u51b3\u65b9\u6848\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u5408\u4f5c\u4e0e\u6784\u601d\u8fc7\u7a0b<\/h2><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u8fd9\u4e9b\u7528\u4f8b\u662f\u901a\u8fc7\u521b\u65b0\u56e2\u961f\u63a8\u52a8\u7684\u5408\u4f5c\u6d41\u7a0b\u542f\u52a8\u7684\u3002\u4ed6\u4eec\u4e3e\u529e\u4e86\u7814\u8ba8\u4f1a\u548c\u6f14\u793a\u4f1a\uff0c\u4ee5\u542f\u53d1\u4e1a\u52a1\u90e8\u95e8\u5e76\u4ea7\u751f\u60f3\u6cd5\u3002\u5bf9\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u611f\u5174\u8da3\u7684\u56e2\u961f\uff0c\u5c24\u5176\u662f\u4e2d\u5c42\u529e\u516c\u5ba4\u8fd0\u8425\u56e2\u961f\uff0c\u79ef\u6781\u5173\u6ce8 ChatGPT \u7b49\u5f00\u53d1\u9879\u76ee\uff0c\u5e76\u8d21\u732e\u81ea\u5df1\u7684\u60f3\u6cd5\u3002\u5728 AWS \u7b49\u6280\u672f\u5408\u4f5c\u4f19\u4f34\u5f00\u53d1\u8bd5\u70b9\u9879\u76ee\u7684\u652f\u6301\u4e0b\uff0c\u8fd9\u79cd\u534f\u4f5c\u7cbe\u795e\u4fc3\u6210\u4e86\u7528\u4f8b\u7684\u5feb\u901f\u6784\u601d\u548c\u91c7\u7528\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">LLM \u4f7f\u7528\u6848\u4f8b\u7684\u4f18\u52bf\u548c\u6311\u6218<\/h2><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u4e3a\u4e1a\u52a1\u529f\u80fd\u589e\u6dfb\u4e86\u4ef7\u503c\uff0c\u4f46\u4e5f\u5e26\u6765\u4e86\u6311\u6218\u3002\u4e1a\u52a1\u56e2\u961f\u73b0\u5728\u9700\u8981\u79ef\u6781\u57f9\u8bad\u548c\u63d0\u5347\u4ee3\u7406\u3002TotalEnergies \u5df2\u4e3a\u56e2\u961f\u521b\u5efa\u4e86\u63d0\u4f9b\u6307\u5bfc\u548c\u53cd\u9988\u7684\u673a\u5236\u3002\u91c7\u7528\u60c5\u51b5\u5404\u4e0d\u76f8\u540c\uff0c\u6709\u4e9b\u5730\u533a\u5f88\u5feb\u5c31\u91c7\u7528\u4e86\u8fd9\u9879\u6280\u672f\uff0c\u800c\u6709\u4e9b\u5730\u533a\u5219\u9700\u8981\u66f4\u591a\u65f6\u95f4\u3002\u6bcf\u4e2a\u56e2\u961f\u4e2d\u7684\u6570\u5b57\u62e5\u62a4\u8005\u90fd\u4f1a\u5e2e\u52a9\u63a8\u52a8\u6280\u672f\u7684\u91c7\u7528\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u91c7\u7528\u3001\u57f9\u8bad\u548c\u7b79\u5907\u56e2\u961f<\/h2><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u5f00\u53d1\u548c\u90e8\u7f72\u4e3b\u8981\u662f\u5728\u5b9e\u5730\u5b8c\u6210\u7684\uff0c\u65e2\u6709\u5b9e\u8df5\u5b66\u4e60\uff0c\u4e5f\u6709\u66f4\u591a\u7684\u7ed3\u6784\u5316\u57f9\u8bad\u3002\u6280\u672f\u56e2\u961f\u5728\u4e3a\u6574\u5408\u4eba\u5de5\u667a\u80fd\u7684 IT \u7cfb\u7edf\u505a\u51c6\u5907\u65f6\u9762\u4e34\u5de8\u5927\u6311\u6218\uff0c\u9700\u8981\u652f\u6301\u548c\u5f00\u53d1\u6a21\u5f0f\u7684\u8f6c\u53d8\u3002\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6539\u53d8\u4e86\u7cfb\u7edf\u7684\u8bbe\u8ba1\u65b9\u5f0f\uff0c\u6709\u65f6\u9700\u8981\u4e00\u4e2a \u201c\u76d1\u7763\u4ee3\u7406 \u201d\u6765\u7ba1\u7406\u4e0d\u540c\u529f\u80fd\u7684\u4e13\u95e8\u4ee3\u7406\uff0c\u5982\u7f51\u7edc\u641c\u7d22\u548c data \u6458\u8981\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u8861\u91cf\u6295\u8d44\u56de\u62a5\u7387\u548c\u4e3b\u8981\u7ecf\u9a8c<\/h2><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u5f02\u5e38\u68c0\u6d4b\u7528\u4f8b\u663e\u793a\u4e86\u660e\u663e\u7684\u6295\u8d44\u56de\u62a5\u7387\uff0c\u56e0\u4e3a\u68c0\u6d4b\u4ee3\u4ef7\u9ad8\u6602\u7684\u5f02\u5e38\u60c5\u51b5\u81f3\u5173\u91cd\u8981\uff0c\u57fa\u4e8e LLM \u7684\u68c0\u6d4b\u5c06\u51c6\u786e\u7387\u63d0\u9ad8\u4e86 20%\u3002\u51b3\u7b56\u5de5\u5177\u7684\u6295\u8d44\u56de\u62a5\u7387\u8f83\u96be\u91cf\u5316\uff0c\u901a\u5e38\u57fa\u4e8e\u5bf9\u5176\u6709\u7528\u6027\u548c\u6548\u7387\u7684\u5b9a\u6027\u53cd\u9988\u3002\u8bd5\u70b9\u9700\u8981 1 \u5230 3 \u4e2a\u6708\u7684\u65f6\u95f4\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u590d\u6742\u7a0b\u5ea6\u548c\u6027\u80fd\u76ee\u6807\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-text-color:var(--awb-color6);--awb-margin-bottom-small:8px;--awb-font-size:30px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"font-family:&quot;PT Serif&quot;;font-style:normal;font-weight:700;margin:0;letter-spacing:1.6px;font-size:1em;--fontSize:30;line-height:1.47;\">\u672a\u6765\u5c55\u671b\u548c\u65b0\u521b\u610f\u9ed1\u5ba2\u9a6c\u62c9\u677e<\/h2><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-font-size:20px;--awb-line-height:1.6;--awb-letter-spacing:var(--awb-typography4-letter-spacing);--awb-text-transform:var(--awb-typography4-text-transform);--awb-text-color:var(--awb-color5);--awb-text-font-family:var(--awb-typography4-font-family);--awb-text-font-weight:var(--awb-typography4-font-weight);--awb-text-font-style:var(--awb-typography4-font-style);\"><p>\u9053\u8fbe\u5c14\u80fd\u6e90\u516c\u53f8\uff08TotalEnergies\uff09\u6b63\u5728\u63a8\u51fa\u66f4\u591a\u4e3e\u63aa\uff0c\u5305\u62ec\u4e0e Artefact \u5408\u4f5c\u4e3e\u529e\u9ed1\u5ba2\u9a6c\u62c9\u677e\uff0c\u4e3a\u4ea4\u6613\u63d0\u4f9b\u4eba\u5de5\u667a\u80fd\u521b\u610f\u3002\u63d0\u4ea4\u7684\u521b\u610f\u8d85\u8fc7 50 \u4e2a\uff0c\u8ba1\u5212\u5f00\u53d1\u7ea6 10 \u4e2a\u6709\u524d\u666f\u7684\u6982\u5ff5\u3002\u5c3d\u7ba1\u5b58\u5728\u8fd0\u8425\u65b9\u9762\u7684\u95ee\u9898\uff0c\u4f46\u786e\u5b9a\u548c\u5b9e\u65bd\u6709\u4ef7\u503c\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u52bf\u5934\u4f9d\u7136\u5f3a\u52b2\uff0c\u76ee\u6807\u662f\u5728\u660e\u5e74\u5c55\u793a\u66f4\u591a\u9879\u76ee\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"<p>\u9053\u8fbe\u5c14\u80fd\u6e90\u8d38\u6613\u516c\u53f8\uff08TotalEnergies Trading\uff09\u6570\u5b57\u5b98\u517c\u521b\u65b0\u8d1f\u8d23\u4eba\u76ae\u57c3\u5c14\u00b7\u8303\u00b7\u82f1\u683c\u5170\u7279\uff08Pierre Van Ingelandt\uff09\u4e0eArtefact\u5408\u4f19\u4eba\u6d1b\u4f26\u4f50\u00b7\u514b\u7f57\u963f\u8482\uff08Lorenzo Croati\uff09\u5c31\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u5728\u4ea4\u6613\u4e2d\u7684\u5e94\u7528\u5c55\u5f00\u8ba8\u8bba\uff0c\u4ee5\u4e0b\u662f\u8ba8\u8bba\u4e2d\u7684\u5173\u952e\u8981\u70b9\u3002.<\/p>","protected":false},"featured_media":130295,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[21930],"blog-language":[2991],"class_list":["post-130294","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-finance","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/130294","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\/130295"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=130294"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=130294"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=130294"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}