{"id":11709,"date":"2026-01-23T08:46:45","date_gmt":"2026-01-23T08:46:45","guid":{"rendered":"https:\/\/cmventure.net\/?p=11709"},"modified":"2026-02-25T02:55:50","modified_gmt":"2026-02-25T02:55:50","slug":"ai%e4%bb%bf%e7%9c%9f%ef%bc%9a%e4%bb%8e%e6%9d%90%e6%96%99%e5%88%b0%e5%b7%a5%e4%b8%9a%e7%9a%84%e5%85%a8%e9%9d%a2%e7%aa%81%e7%a0%b4","status":"publish","type":"post","link":"https:\/\/cmventure.net\/zh-hans\/ai%e4%bb%bf%e7%9c%9f%ef%bc%9a%e4%bb%8e%e6%9d%90%e6%96%99%e5%88%b0%e5%b7%a5%e4%b8%9a%e7%9a%84%e5%85%a8%e9%9d%a2%e7%aa%81%e7%a0%b4\/","title":{"rendered":"AI+\u4eff\u771f\uff1a\u4ece\u6750\u6599\u5230\u5de5\u4e1a\u7684\u5168\u9762\u7a81\u7834"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"11709\" class=\"elementor elementor-11709\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7e8e34e6 e-flex e-con-boxed e-con e-parent\" data-id=\"7e8e34e6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-dfdafd6 e-con-full e-flex e-con e-child\" data-id=\"dfdafd6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-372030ed elementor-widget elementor-widget-heading\" data-id=\"372030ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4eceNeuromorphic AI\u5230Neurosymbolic AI\u7684\u6295\u8d44<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1be84a10 e-flex e-con-boxed e-con e-parent\" data-id=\"1be84a10\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-41ecdccb e-flex e-con-boxed e-con e-child\" data-id=\"41ecdccb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4d648bc2 e-con-full e-flex e-con e-child\" data-id=\"4d648bc2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54d096cc elementor-widget elementor-widget-text-editor\" data-id=\"54d096cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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\t02\/10\/2026\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27292c46 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"27292c46\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-39f4cd21 e-flex e-con-boxed e-con e-parent\" data-id=\"39f4cd21\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-583f783 elementor-widget elementor-widget-image\" data-id=\"583f783\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/1000*0\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"900\" src=\"https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/999.png\" class=\"attachment-2048x2048 size-2048x2048 wp-image-11806\" alt=\"\" srcset=\"https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/999.png 1200w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/999-300x225.png 300w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/999-1024x768.png 1024w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/999-768x576.png 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3955b7b elementor-widget elementor-widget-heading\" data-id=\"3955b7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u6df7\u5408\u5f0f\u795e\u7ecf\u7b26\u53f7 AI\uff1a\u4eba\u5de5+\u5de5\u4e1a\u7684\u5173\u952e<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d05fa49 elementor-widget elementor-widget-heading\" data-id=\"d05fa49\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Neurosymbolic AI - key to AI+Industrial<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27c2a45 elementor-widget elementor-widget-heading\" data-id=\"27c2a45\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u6df7\u5408\u5f0f\u795e\u7ecf\u7b26\u53f7 AI (Neurosymbolic AI) \u6b63\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u5b9e\u73b0\u5de5\u4e1a\u5e94\u7528\u6f5c\u529b\u7684\u5173\u952e\u8def\u5f84\u3002\u8fd9\u7c7b\u6a21\u578b\u5c06\u7ed3\u6784\u5316\u63a8\u7406\u3001\u89c4\u5219\u4e0e\u903b\u8f91\u7ea6\u675f\u878d\u5165\u5b66\u4e60\u7cfb\u7edf\u3002Neurosymbolic models, which integrate structured reasoning, rules and logical constraints\u00a0into learning systems, are emerging as a critical path forward if AI is to achieve its potential in industrial applications.\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24756be elementor-widget elementor-widget-heading\" data-id=\"24756be\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5e02\u573a\u6269\u5f20\u4e0e\u8d44\u672c\u5faa\u73af<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99e41f9 elementor-widget elementor-widget-heading\" data-id=\"99e41f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AI-driven capital investment<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af78552 elementor-widget elementor-widget-text-editor\" data-id=\"af78552\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>\u8fd1\u5e74\u6765\u4eba\u5de5\u667a\u80fd\u63a8\u52a8\u5e02\u573a\u7a7a\u524d\u6269\u5f20\u3002\u56fd\u9645\u8d27\u5e01\u57fa\u91d1\u7ec4\u7ec7\u6570\u636e\u663e\u793a\uff0c\u5f53\u524d\u7f8e\u56fd\u5341\u5927\u516c\u53f8\u603b\u5e02\u503c\u5df2\u4e3b\u5bfc\u5168\u7403\u80a1\u5e02\uff0c\u8fd9\u4e3b\u8981\u7531<strong>\u4eba\u5de5\u667a\u80fd\u9884\u671f\u9a71\u52a8<\/strong>\uff0c\u800c\u975e\u5b9e\u9645\u76c8\u5229\u3002\u9ad8\u76db\u62a5\u544a\u6307\u51fa\uff0c\u81ea2023\u5e74\u4ee5\u6765\uff0c\u4ec5\u4eba\u5de5\u667a\u80fd\u786c\u4ef6\u652f\u51fa\u5c31\u589e\u957f\u7ea63000\u4ebf\u7f8e\u5143\uff0c\u76f4\u63a5\u52a9\u63a8\u6570\u636e\u4e2d\u5fc3\u4e0e\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\u6295\u8d44\u6fc0\u589e\u3002<\/p><p>\u5927\u90e8\u5206\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u4f9d\u8d56\u503a\u52a1\u878d\u8d44\u3002\u8fd9\u5f62\u6210\u4e86\u4e00\u79cd\u8d44\u672c\u5faa\u73af\u52a8\u6001\uff0c\u8d44\u91d1\u91cd\u65b0\u6295\u5165\u8ba1\u7b97\u8d44\u6e90\u7684\u901f\u5ea6\u8fdc\u8d85\u5176\u5b9e\u73b0\u8d27\u5e01\u5316\u7684\u901f\u5ea6\u3002\u7f8e\u56fd\u57fa\u51c6\u60c5\u666f\u9884\u6d4b\uff0c\u7ea64\u4e07\u4ebf\u7f8e\u5143\u7684\u6570\u636e\u4e2d\u5fc3\u652f\u51fa\u6765\u52302030\u5e74\u9700\u4ea7\u751f8\u4e07\u4ebf\u7f8e\u5143\u6536\u5165\u624d\u80fd\u5b9e\u73b0\u56de\u62a5\u3002\u5728\u66f4\u6fc0\u8fdb\u7684\u60c5\u666f\u4e0b\uff0c10\u4e07\u4ebf\u7f8e\u5143\u8d44\u672c\u652f\u51fa\u540c\u671f\u9700\u521b\u902020\u4e07\u4ebf\u7f8e\u5143\u4e0b\u6e38\u4ef7\u503c\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db12f89 elementor-widget elementor-widget-heading\" data-id=\"db12f89\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u795e\u7ecf\u5f62\u6001AI\u7684\u6839\u672c\u5c40\u9650<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc3f9d8 elementor-widget elementor-widget-heading\" data-id=\"bc3f9d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Limitations of neuromorphic AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-afe3dbb elementor-widget elementor-widget-heading\" data-id=\"afe3dbb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u7136\u800c\u6295\u8d44\u8005\u53ef\u80fd\u65e0\u6cd5\u4ece\u8fd9\u4e9b\u6295\u8d44\u4e2d\u83b7\u53d6\u4ef7\u503c\uff0c\u56e0\u4e3a\u4eba\u5de5\u667a\u80fd\u5728\u5de5\u4e1a\u5e94\u7528\u4e2d\u7684\u6839\u672c\u5c40\u9650\u5c1a\u672a\u89e3\u51b3\u3002\u73b0\u6709\u6a21\u578b\u65e0\u6cd5\u72ec\u7acb\u63a8\u7406\uff0c\u96be\u4ee5\u6267\u884c\u7ea6\u675f\uff0c\u4e5f\u65e0\u6cd5\u5728\u73b0\u5b9e\u7cfb\u7edf\u4e2d\u53ef\u9760\u6269\u5c55\u3002\u56e0\u6b64\uff0c\u5411\u6df7\u5408\u5f0f\u795e\u7ecf\u7b26\u53f7AI (neurosymbolic AI)\u7684\u8f6c\u578b\u6b63\u6210\u4e3a\u5173\u952e\u8def\u5f84\u3002\u5bf9\u6295\u8d44\u8005\u800c\u8a00\uff0c\u6838\u5fc3\u4fe1\u53f7\u662f\u89c2\u5bdf\u5230\u4ece\u795e\u7ecf\u5f62\u6001AI (neuromorphic AI)\u67b6\u6784\u5411\u6df7\u5408\u5f0f\u795e\u7ecf\u7b26\u53f7\u67b6\u6784\u7684\u771f\u6b63\u8f6c\u53d8\uff0c\u8fd9\u80fd\u9a8c\u8bc1\u5de5\u4e1a\u4eba\u5de5\u667a\u80fd\u7684\u6301\u7eed\u8fdb\u5c55\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64c8c6d elementor-widget elementor-widget-heading\" data-id=\"64c8c6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u611f\u77e5\u9a71\u52a8\u7684\u76f2\u76d2AI\u7684\u5c40\u9650<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c9be7d elementor-widget elementor-widget-heading\" data-id=\"9c9be7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Expansion and Limitations of VLA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5f8a47 elementor-widget elementor-widget-heading\" data-id=\"b5f8a47\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5f53\u524d\u4eba\u5de5\u667a\u80fd\u6269\u5f20\u4e3b\u8981\u75311990\u5e74\u4ee3\u672b\u4ee5\u6765\u611f\u77e5\u7cfb\u7edf\u7684\u8fdb\u6b65\u9a71\u52a8\uff0c\u5c24\u5176\u662f\u5728\u6587\u672c\u3001\u56fe\u50cf\u548c\u8bed\u97f3\u8bc6\u522b\u9886\u57df\u3002Kiela\u7b49\u4eba2023\u5e74\u7684\u57fa\u51c6\u6d4b\u8bd5\u663e\u793a\uff0c\u5927\u8bed\u8a00\u4e0e\u89c6\u89c9\u6a21\u578b\u5728\u7279\u5b9a\u72ed\u7a84\u4efb\u52a1\u4e2d\u5df2\u63a5\u8fd1\u4eba\u7c7b\u6c34\u5e73\u3002\u8fd9\u7c7b\u89c4\u6a21\u9a71\u52a8\u7684\u8fdb\u5c55\u589e\u5f3a\u4e86\u5e02\u573a\u4fe1\u5fc3\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee6e210 elementor-widget elementor-widget-heading\" data-id=\"ee6e210\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4f46\u8fd1\u671f\u53d1\u5c55\u66b4\u9732\u4e86\u6b64\u8def\u5f84\u7684\u5c40\u9650\u3002OpenAI\u7684GPT-5\u53d1\u5e03\u4e8b\u4ef6\u5373\u4e3a\u5178\u578b\u6848\u4f8b\uff0c\u5176\u5ba3\u79f0\u5177\u5907\u535a\u58eb\u6c34\u5e73\u63a8\u7406\u80fd\u529b\u7684\u58f0\u660e\u6570\u65e5\u540e\u4fbf\u88ab\u64a4\u56de\u3002\u6b64\u7c7b\u4e8b\u4ef6\u52a0\u5267\u4e86\u5e02\u573a\u5bf9\u80fd\u529b\u8fc7\u5ea6\u5916\u63a8\u7684\u8d28\u7591\uff0c\u4e5f\u6311\u6218\u4e86\u4ec5\u9760\u6269\u5927\u6a21\u578b\u5c31\u80fd\u6301\u7eed\u63d0\u5347\u7b97\u529b\u4e0e\u6027\u80fd\u7684\u5047\u8bbe\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c651932 elementor-widget elementor-widget-heading\" data-id=\"c651932\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u8bad\u7ec3\u524d\u6cbf\u6a21\u578b\u6240\u9700\u7b97\u529b\u5df2\u8fbe\u5230\u6781\u7aef\u6c34\u5e73\uff0c\u800c\u8bad\u7ec3\u6570\u636e\u672c\u8eab\u5374\u6709\u9650\u3002\u8fd9\u6807\u5fd7\u7740\u4e00\u4e2a\u8f6c\u6298\u70b9\uff0c\u4eba\u5de5\u667a\u80fd\u6b63\u4ece\u89c4\u6a21\u9a71\u52a8\u8f6c\u5411\u53d7\u67b6\u6784\u3001\u7ecf\u6d4e\u6027\u548c\u5b9e\u9645\u90e8\u7f72\u5236\u7ea6\u7684\u65b0\u9636\u6bb5\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbc49bd elementor-widget elementor-widget-image\" data-id=\"cbc49bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/25103801044.png\" class=\"attachment-large size-large wp-image-11808\" alt=\"\" srcset=\"https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/25103801044.png 800w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/25103801044-300x169.png 300w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/25103801044-768x432.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8411b1c elementor-widget elementor-widget-heading\" data-id=\"8411b1c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4eba\u5f62\u673a\u5668\u4eba\u6bd4\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u66f4\u96be<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-440b375 elementor-widget elementor-widget-heading\" data-id=\"440b375\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Humanoid robotics is much harder than autonomous driving<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b271376 elementor-widget elementor-widget-heading\" data-id=\"b271376\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4eba\u5f62\u673a\u5668\u4eba\u662f\u4eba\u5de5\u667a\u80fd\u7ecf\u6d4e\u6027\u8106\u5f31\u6027\u4f53\u73b0\u6700\u660e\u663e\u7684\u9886\u57df\u4e4b\u4e00\uff0c\u8be5\u9886\u57df\u5728\u8fc7\u53bb\u4e00\u5e74\u5438\u5f15\u4e86\u5927\u91cf\u6295\u8d44\u5173\u6ce8\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bab195 elementor-widget elementor-widget-heading\" data-id=\"6bab195\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u4eba\u5f62\u673a\u5668\u4eba\u4e0e\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u5171\u4eab\u8bb8\u591a\u7ec4\u4ef6\uff0c\u4f8b\u5982GPU\u3001\u7535\u6c60\u3001\u4f20\u611f\u5668\u548c\u89c6\u89c9\u7cfb\u7edf\u3002\u4f46\u82f1\u4f1f\u8fbe\u7b49\u884c\u4e1a\u9886\u8896\u6307\u51fa\uff0c\u4e0e\u8f66\u8f86\u4e0d\u540c\uff0c\u4eba\u5f62\u673a\u5668\u4eba\u5fc5\u987b\u6301\u7eed\u4e0e\u4eba\u53ca\u975e\u7ed3\u6784\u5316\u73af\u5883\u4e92\u52a8\uff0c\u6267\u884c\u672a\u5b9a\u4e49\u4efb\u52a1\uff0c\u5728\u6709\u9650\u7535\u529b\u548c\u7b97\u529b\u4e0b\u8fd0\u884c\uff0c\u5e76\u7ba1\u7406\u5e73\u8861\u4e0e\u8dcc\u5012\u98ce\u9669\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0daab5 elementor-widget elementor-widget-image\" data-id=\"f0daab5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"376\" src=\"https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/1-1024x481.png\" class=\"attachment-large size-large wp-image-11810\" alt=\"\" srcset=\"https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/1-1024x481.png 1024w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/1-300x141.png 300w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/1-768x361.png 768w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/1.png 1080w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4608184 elementor-widget elementor-widget-heading\" data-id=\"4608184\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u5c3d\u7ba1\u9762\u4e34\u8fd9\u4e9b\u590d\u6742\u6311\u6218\uff0c\u4eba\u5f62\u673a\u5668\u4eba\u5b9a\u4ef7\u901a\u5e38\u4f4e\u4e8e2\u4e07\u7f8e\u5143\uff0c\u800c\u81ea\u52a8\u9a7e\u9a76\u8f66\u8f86\u6210\u672c\u5219\u8d85\u8fc74\u4e07\u7f8e\u5143\u3002\u8fd9\u8fdb\u4e00\u6b65\u538b\u7f29\u4e86\u672c\u5c31\u8106\u5f31\u7684\u5355\u4f4d\u7ecf\u6d4e\u6027\u3002\u5bf9\u666e\u901a\u6295\u8d44\u8005\u548c\u4f01\u4e1a\u98ce\u6295\u800c\u8a00\uff0c\u8fd9\u9020\u6210\u4e86\u77ed\u671f\u9884\u671f\u4e0e\u957f\u5468\u671f\u73b0\u5b9e\u4e4b\u95f4\u7684\u9519\u914d\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d858c1d elementor-widget elementor-widget-heading\" data-id=\"d858c1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u7ecf\u6d4e\u540e\u679c\u5df2\u7136\u663e\u73b0\u3002\u8fd1\u671f\u7ea675%\u7684\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u8bbe\u65bd\u6269\u5f20\u901a\u8fc7\u501f\u8d37\u878d\u8d44\uff0c\u5f3a\u5316\u4e86\u4eba\u5de5\u667a\u80fd\u516c\u53f8\u76f8\u4e92\u9500\u552e\u7b97\u529b\u4ee5\u652f\u6491\u6301\u7eed\u6269\u5f20\u7684\u53cd\u9988\u5faa\u73af\u3002\u8fd9\u79cd\u6a21\u5f0f\u5bf9\u8f6f\u4ef6\u5e73\u53f0\u6216\u53ef\u6301\u7eed\uff0c\u4f46\u5bf9\u9700\u8981\u5236\u9020\u3001\u90e8\u7f72\u3001\u7ef4\u62a4\u548c\u957f\u671f\u53ef\u9760\u6027\u7684\u5b9e\u4f53\u7cfb\u7edf\u800c\u8a00\u5219\u96be\u4ee5\u4e3a\u7ee7\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5072917 elementor-widget elementor-widget-heading\" data-id=\"5072917\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u56e0\u6b64\uff0c\u4eba\u5f62\u673a\u5668\u4eba\u5f88\u53ef\u80fd\u5df2\u5904\u4e8eGartner\u6280\u672f\u6210\u719f\u5ea6\u66f2\u7ebf\u4e2d\u8fc7\u9ad8\u671f\u671b\u7684\u5cf0\u503c\uff0c\u968f\u540e\u53ef\u80fd\u8fdb\u5165\u5e7b\u706d\u671f\uff0c\u8fd9\u4e0e\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u7684\u53d1\u5c55\u8f68\u8ff9\u76f8\u4f3c\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca20344 elementor-widget elementor-widget-heading\" data-id=\"ca20344\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u6295\u8d44\u8005\u5e94\u5173\u6ce8\u7684\u4e09\u5927\u4fe1\u53f7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b5f378 elementor-widget elementor-widget-heading\" data-id=\"6b5f378\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Three signals that investors should pay attention to<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d59c373 elementor-widget elementor-widget-image\" data-id=\"d59c373\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/2.png\" class=\"attachment-large size-large wp-image-11812\" alt=\"\" srcset=\"https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/2.png 800w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/2-300x169.png 300w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/2-768x432.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b72493f elementor-widget elementor-widget-heading\" data-id=\"b72493f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u8fd1\u671f\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u4e0e\u4eba\u5f62\u673a\u5668\u4eba\u5728\u7279\u5b9a\u4efb\u52a1\u90e8\u7f72\u65b9\u9762\u53d6\u5f97\u4e86\u53ef\u8861\u91cf\u7684\u77ed\u671f\u4ef7\u503c\uff0c\u5c24\u5176\u5728\u4eba\u5de5\u667a\u80fd\u589e\u5f3a\u7684\u5de5\u4e1a\u5de5\u4f5c\u6d41\u4e2d\u3002\u4f46\u8fd9\u4e9b\u8fdb\u5c55\u4ecd\u53d7\u9650\u4e8e\u4e13\u7528\u67b6\u6784\u3001\u5408\u7406\u7ecf\u6d4e\u6027\u53ca\u9886\u57df\u7279\u5b9a\u6d41\u7a0b\u7684\u9700\u6c42\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1071ec elementor-widget elementor-widget-heading\" data-id=\"a1071ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u6295\u8d44\u8005\u5e94\u5173\u6ce8\u4e09\u5927\u4fe1\u53f7\u00a0Three signals investors should pay attention to:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d7f509 elementor-widget elementor-widget-heading\" data-id=\"5d7f509\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1.\u7b2c\u4e00\uff0c\u89c4\u6a21\u672c\u8eab\u65e0\u6cd5\u65e0\u9650\u589e\u5f3a\u4eba\u5de5\u667a\u80fd\u80fd\u529b\u3002\u8bad\u7ec3\u66f4\u590d\u6742\u7684\u5927\u8bed\u8a00\u6a21\u578b\u9700\u8981\u6d88\u8017\u66f4\u591a\u8ba1\u7b97\u8d44\u6e90\uff0c\u800c\u6269\u5927\u89c4\u6a21\u5e26\u6765\u7684\u8fb9\u9645\u6536\u76ca\u6b63\u5728\u9012\u51cf\u3002\u66f4\u5927\u6a21\u578b\u4f1a\u653e\u5927\u6210\u672c\u4e0e\u590d\u6742\u6027\uff0c\u5374\u672a\u89e3\u51b3\u6838\u5fc3\u5c40\u9650\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d1cde85 elementor-widget elementor-widget-heading\" data-id=\"d1cde85\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2.\u7b2c\u4e8c\uff0c\u795e\u7ecf\u5f62\u6001AI(neuromorphic AI)\u4ecd\u662f\u9ed1\u7bb1\u7cfb\u7edf\u3002\u8fd9\u7c7b\u7cfb\u7edf\u64c5\u957f\u6587\u672c\u3001\u56fe\u50cf\u4e0e\u8bed\u97f3\u7684\u6a21\u5f0f\u8bc6\u522b\uff0c\u4f46\u5176\u672c\u8d28\u4ecd\u662f\u9ed1\u7bb1\uff0c\u53d7\u9650\u4e8e\u6240\u5b66\u4e60\u7684\u6570\u636e\u5206\u5e03\u3002\u968f\u7740\u4efb\u52a1\u590d\u6742\u6027\u589e\u52a0\uff0c\u8fb9\u7f18\u6848\u4f8b\u6fc0\u589e\uff0c\u5176\u8f93\u51fa\u53cd\u6620\u7684\u662f\u76f8\u5173\u6027\u800c\u975e\u663e\u5f0f\u903b\u8f91\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cc4e52 elementor-widget elementor-widget-heading\" data-id=\"1cc4e52\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3.\u7b2c\u4e09\uff0cembodied AI\u5c1a\u6709\u5c40\u9650\u6027\u3002\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u548c\u4eba\u5f62\u673a\u5668\u4eba\u662fneuromorphic AI\u7684\u5b9e\u4f53\u5f62\u5f0f\u3002\u5c3d\u7ba1\u81ea2004\u5e74DARPA\u6311\u6218\u8d5b\u4ee5\u6765\u5df2\u6709\u6570\u5341\u5e74\u8fdb\u5c55\uff0c\u4f46\u5176\u53d1\u5c55\u4ecd\u6162\u4e8e\u9884\u671f\u3002\u8fd120\u5e74\u8fc7\u53bb\uff0c\u4ecd\u65e0\u5b8c\u5168\u81ea\u52a8\u9a7e\u9a76\u7684L4\u7ea7\u4e2a\u4eba\u8f66\u8f86\u3002Waymo\u7684\u53d1\u5c55\u65e2\u4f53\u73b0\u8fdb\u6b65\u4e5f\u663e\u793a\u7ea6\u675f\uff0c\u5176\u8f66\u961f\u4ecd\u4f9d\u8d56\u8fdc\u7a0b\u4eba\u5de5\u64cd\u4f5c\u5458\uff0c\u76ee\u524d\u7ea6\u6bcf3\u8f86\u8f66\u914d1\u540d\u64cd\u4f5c\u5458\uff0c\u9884\u8ba12030\u5e74\u624d\u80fd\u8fbe\u5230\u6bcf10\u8f86\u8f66\u914d1\u540d\u64cd\u4f5c\u5458\u3002\u8fd9\u63ed\u793a\u4e86\u611f\u77e5\u80fd\u529b\u4e0e\u771f\u6b63\u81ea\u4e3b\u6027\u4e4b\u95f4\u7684\u6301\u7eed\u5dee\u8ddd\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2a50af elementor-widget elementor-widget-heading\" data-id=\"b2a50af\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u6df7\u5408\u5f0f\u795e\u7ecf\u7b26\u53f7AI\u662f\u672a\u6765\u53d1\u5c55\u7684\u6838\u5fc3\u8def\u5f84<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b76e3f3 elementor-widget elementor-widget-heading\" data-id=\"b76e3f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Neurosymbolic AI is key to AI + Industrial<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6620e0d elementor-widget elementor-widget-image\" data-id=\"6620e0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"384\" src=\"https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/3-1024x491.png\" class=\"attachment-large size-large wp-image-11814\" alt=\"\" srcset=\"https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/3-1024x491.png 1024w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/3-300x144.png 300w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/3-768x368.png 768w, https:\/\/cmventure.net\/wp-content\/uploads\/2026\/01\/3.png 1080w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1288479 elementor-widget elementor-widget-heading\" data-id=\"1288479\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u672a\u6765\u8def\u5f84\u65e5\u76ca\u53d6\u51b3\u4e8e\u6df7\u5408\u5f0f\u795e\u7ecf\u7b26\u53f7 AI (neurosymbolic AI)\u7684\u8fdb\u6b65\u3002\u8fd9\u7c7b\u7cfb\u7edf\u5c06\u795e\u7ecf\u7f51\u7edc\u5b66\u4e60\u4e0e\u7ed3\u6784\u5316\u63a8\u7406\u3001\u89c4\u5219\u53ca\u903b\u8f91\u7ea6\u675f\u76f8\u7ed3\u5408\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b88ef83 elementor-widget elementor-widget-heading\" data-id=\"b88ef83\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Neurosymbolic\u67b6\u6784\u878d\u5408\u4e09\u4e2a\u5c42\u6b21\uff1a<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82da6e5 elementor-widget elementor-widget-heading\" data-id=\"82da6e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1.\u7b2c\u4e00\u662f\u7528\u4e8e\u6a21\u5f0f\u8bc6\u522b\u7684\u795e\u7ecf\u6a21\u578b\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-296cbc2 elementor-widget elementor-widget-heading\" data-id=\"296cbc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">2.\u7b2c\u4e8c\u662f\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8bed\u8a00\u7406\u89e3\u3001\u5b9e\u4f53\u63d0\u53d6\u4e0e\u56e0\u679c\u94fe\u9884\u6d4b\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e91c380 elementor-widget elementor-widget-heading\" data-id=\"e91c380\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3.\u7b2c\u4e09\u662f\u7528\u4e8e\u7ed3\u6784\u5316\u53ca\u7ea6\u675f\u63a8\u7406\u7684\u7b26\u53f7\u672c\u4f53\u3001\u89c4\u5219\u4e0e\u77e5\u8bc6\u56fe\u8c31\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94dca9e elementor-widget elementor-widget-heading\" data-id=\"94dca9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u8fd9\u79cd\u65b9\u6cd5\u5177\u6709\u663e\u8457\u4f18\u52bf\uff0c\u5305\u62ec\u51cf\u5c11\u5e7b\u89c9\u3001\u589e\u5f3a\u6cdb\u5316\u80fd\u529b\u3001\u63d0\u9ad8\u53ef\u89e3\u91ca\u6027\uff0c\u5e76\u5927\u5e45\u964d\u4f4e\u6570\u636e\u9700\u6c42\u3002\u5173\u952e\u5728\u4e8e\uff0c\u5b83\u4f7f\u7cfb\u7edf\u80fd\u591f\u7406\u89e3\u539f\u56e0\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u73b0\u8c61\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51a7955 elementor-widget elementor-widget-heading\" data-id=\"51a7955\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u6df7\u5408\u5f0f\u795e\u7ecf\u7b26\u53f7\u7684\u65e9\u671f\u5de5\u4e1a\u5e94\u7528\u6848\u4f8b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41f4e81 elementor-widget elementor-widget-heading\" data-id=\"41f4e81\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Application case of Neurosymbolic AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b82e81 elementor-widget elementor-widget-heading\" data-id=\"1b82e81\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u65e9\u671f\u5de5\u4e1a\u5e94\u7528\u5c55\u793a\u4e86\u5411\u6df7\u5408\u5f0f\u795e\u7ecf\u7b26\u53f7AI (neurosymbolic AI)\u7684\u8f6c\u53d8\u3002\u8fd9\u4ee3\u8868\u4e86\u4e00\u6761\u4e0d\u540c\u7684\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u8f68\u8ff9\uff0c\u5373\u4eba\u5de5\u667a\u80fd\u88ab\u96c6\u6210\u5230\u73b0\u6709\u5de5\u4e1a\u5de5\u4f5c\u6d41\u4e2d\uff0c\u800c\u975e\u4f9d\u8d56\u6295\u673a\u6027\u62bc\u6ce8\u30022013\u5e74\u6210\u7acb\u7684Citrine Informatics\u5c06\u6750\u6599\u79d1\u5b66\u77e5\u8bc6\u5d4c\u5165\u6a21\u578b\uff0c\u7528\u4e8e\u6750\u6599\u53d1\u73b0\u4e0e\u4f18\u5316\u3002\u901a\u8fc7\u6ce8\u5165\u9886\u57df\u77e5\u8bc6\uff0c\u8be5\u516c\u53f8\u5b9e\u73b0\u4ea7\u54c1\u5f00\u53d1\u901f\u5ea6\u63d0\u53475\u81f310\u500d\uff0c\u5ba2\u6237\u54cd\u5e94\u65f6\u95f4\u7f29\u77ed80%\uff0c\u5e76\u5b8c\u6210\u52a8\u6001\u7ec4\u5408\u4f18\u5316\uff0c\u5176\u6240\u9700\u7b97\u529b\u8fdc\u4f4e\u4e8e\u524d\u6cbf\u5927\u8bed\u8a00\u6a21\u578b\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed45ef6 elementor-widget elementor-widget-heading\" data-id=\"ed45ef6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u53e6\u4e00\u6848\u4f8b\u4e91\u9526\u7279\u5bfc\u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u7814\u53d1\u53d1\u73b0\u65b0\u578b\u94dc\u5408\u91d1\uff0c\u76f8\u6bd4\u4f20\u7edf\u65b9\u6cd5\u5b9e\u73b010\u500d\u6548\u7387\u63d0\u5347\uff0c\u5e76\u5728\u79cd\u5b50\u8f6e\u878d\u8d44\u540e\u4e00\u5e74\u5185\u5b9e\u73b0\u5546\u4e1a\u9500\u552e\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac1356b elementor-widget elementor-widget-heading\" data-id=\"ac1356b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u8fd9\u4e9b\u4f01\u4e1a\u5c55\u793a\u4e86\u5e94\u7528\u578b\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u5f25\u5408\u6750\u6599\u79d1\u5b66\u5efa\u6a21\u7684\u5173\u952e\u5c3a\u5ea6\uff0c\u4ee5\u8fdc\u5c11\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u7b97\u529b\u5bf9\u73b0\u5b9e\u4e16\u754c\u4ea7\u751f\u91cd\u5927\u5f71\u54cd\uff0c\u5e76\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u6750\u6599\u53d1\u73b0\u7684\u65b9\u5f0f\u3002\u968f\u7740\u884c\u4e1a\u6210\u719f\uff0c\u6295\u8d44\u8005\u5fc5\u987b\u8c03\u6574\u9884\u671f\uff0c\u805a\u7126\u4e8e\u6280\u672f\u96c6\u6210\u3001\u8d44\u672c\u6548\u7387\u53ca\u5177\u5907\u63a8\u7406\u80fd\u529b\u7684\u7cfb\u7edf\uff0c\u65b9\u80fd\u83b7\u53d6\u53ef\u6301\u7eed\u56de\u62a5\u3002<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-978c8da elementor-widget elementor-widget-heading\" data-id=\"978c8da\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">References:<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5cbcfa elementor-widget elementor-widget-heading\" data-id=\"e5cbcfa\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u201cAI: In a bubble?\u201d Goldman Sachs Research (October 2025)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cf75ff elementor-widget elementor-widget-heading\" data-id=\"5cf75ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u201cTest scores of AI systems on various capabilities relative to human performance\u201d Kiela et. al (2023)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-730b439 elementor-widget elementor-widget-heading\" data-id=\"730b439\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u201cTraining compute of frontier AI models grows by 4-5x per year\u201d Epoch AI (May 2025)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7afe4ca elementor-widget elementor-widget-heading\" data-id=\"7afe4ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u201cThe Autonomous Vehicle Market is Forecast to Grow and Boost Ridesharing Presence\u201d Goldman Sachs Research (July 2025)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-523bfcb elementor-widget elementor-widget-heading\" data-id=\"523bfcb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\"Black Box Problem\" John Mel\u00e9ndez<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f5874f e-flex e-con-boxed e-con e-parent\" data-id=\"6f5874f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u4eceNeuromorphic AI\u5230Neurosymbolic AI\u7684\u6295\u8d44 \u6df7\u5408\u5f0f\u795e\u7ecf\u7b26\u53f7 AI\uff1a\u4eba\u5de5+\u5de5\u4e1a\u7684\u5173 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":11388,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[34,33],"tags":[],"class_list":["post-11709","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-zh-hans","category-news-zh-hans"],"_links":{"self":[{"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/posts\/11709","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/comments?post=11709"}],"version-history":[{"count":7,"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/posts\/11709\/revisions"}],"predecessor-version":[{"id":11818,"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/posts\/11709\/revisions\/11818"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/media\/11388"}],"wp:attachment":[{"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/media?parent=11709"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/categories?post=11709"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cmventure.net\/zh-hans\/wp-json\/wp\/v2\/tags?post=11709"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}