{"id":14615,"date":"2023-07-25T10:13:09","date_gmt":"2023-07-25T10:13:09","guid":{"rendered":"https:\/\/multicorewareinc.com\/?p=14615"},"modified":"2025-05-06T05:39:08","modified_gmt":"2025-05-06T05:39:08","slug":"generativeai-new-frontier-for-robotics","status":"publish","type":"post","link":"https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/","title":{"rendered":"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd:\u673a\u5668\u4eba\u6280\u672f\u7684\u65b0\u9886\u57df"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14615\" class=\"elementor elementor-14615\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-96c4652 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"96c4652\" 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-56045d0\" data-id=\"56045d0\" 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-2c873a9 elementor-widget elementor-widget-text-editor\" data-id=\"2c873a9\" 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<h4><strong>\u4ecb\u7ecd<\/strong><\/h4><p>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08GenAI\uff09\u662f\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u53ef\u4ee5\u4ea7\u751f\u5404\u79cd\u5f62\u5f0f\u7684\u5185\u5bb9\uff0c\u5982\u6587\u672c\u3001\u56fe\u50cf\u548c\u97f3\u9891\u3002\u5728\u8fc7\u53bb\u7684\u51e0\u5e74\u91cc\uff0cGenAI\u5df2\u7ecf\u8fc5\u901f\u6210\u4e3a\u666e\u901a\u4e92\u8054\u7f51\u7528\u6237\u719f\u6089\u7684\u4e3b\u6d41\u5de5\u5177\uff0c\u7ecf\u5e38\u88ab\u79f0\u4e3a\u4e0b\u4e00\u4e2a\u8303\u5f0f\u8f6c\u53d8\u3002GenAI\u7684\u666e\u901a\u7528\u6237\u5c06\u901a\u8fc7ChatGPT\u6216DALL-E\u7b49\u5de5\u5177\u4f7f\u7528\u8fd9\u9879\u6280\u672f\u3002\u7136\u800c\uff0cGenAI\u7684\u4f7f\u7528\u4e5f\u5c06\u4ee5\u4e0d\u540c\u7684\u65b9\u5f0f\u6539\u53d8\u4e16\u754c\uff0c\u4f8b\u5982\u4f7f\u7528\u4e0eGenAI\u96c6\u6210\u7684\u673a\u5668\u4eba\u3002<\/p><h4><strong>\u4eba\u5de5\u667a\u80fd\u672a\u6765\u53ef\u4ee5\u5e2e\u52a9\u54ea\u4e9b\uff1f<\/strong><\/h4><p>\u4f20\u7edf\u7684\u673a\u5668\u4eba\u6280\u672f\u5305\u62ec\u7528\u9884\u5b9a\u4e49\u7684\u89c4\u5219\u548c\u6307\u4ee4\u5bf9\u673a\u5668\u8fdb\u884c\u7f16\u7a0b\u3002\u968f\u7740\u795e\u7ecf\u7f51\u7edc\u548c\u4f20\u611f\u5668\u878d\u5408\u7684\u51fa\u73b0\uff0c\u673a\u5668\u4eba\u53d8\u5f97\u66f4\u52a0\u667a\u80fd\u548c\u9002\u5e94\u6027\u5f3a\uff0c\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u6267\u884c\u66f4\u590d\u6742\u7684\u4efb\u52a1\uff0c\u5e76\u5bf9\u770b\u4e0d\u89c1\u7684\u95ee\u9898\u91c7\u53d6\u4e00\u4e9b\u667a\u80fd\u65b9\u6cd5\u3002\u6709\u4e86GenAI\uff0c\u673a\u5668\u4eba\u6280\u672f\u6709\u53ef\u80fd\u901a\u8fc7\u6301\u7eed\u5b66\u4e60\u548c\u7528\u6237\u7684\u4e2a\u6027\u5316\u53cd\u5e94\uff0c\u8fdb\u4e00\u6b65\u6269\u5c55\u5230\u73b0\u5b9e\u4e16\u754c\u7684\u90e8\u7f72\u3002\u8fd9\u662f\u901a\u8fc7\u9057\u4f20\u7b97\u6cd5\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\u5b9e\u73b0\u7684\uff0c\u8fd9\u4e9b\u6280\u672f\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u5b66\u4e60\u3001\u9002\u5e94\u548c\u63d0\u9ad8\u6027\u80fd\u3002\u4e0e\u4f20\u7edf\u673a\u5668\u4eba\u5b66\u4e0d\u540c\u7684\u662f\uff0cGenAI\u5141\u8bb8\u673a\u5668\u4eba\u5b66\u4e60\u548c\u9002\u5e94\u65b0\u60c5\u51b5\u3002\u4ed6\u4eec\u53ef\u4ee5\u5206\u6790\u81ea\u5df1\u7684\u73af\u5883\uff0c\u8bc6\u522b\u6a21\u5f0f\uff0c\u5e76\u76f8\u5e94\u5730\u8c03\u6574\u81ea\u5df1\u7684\u884c\u4e3a\u3002\u8fd9\u79cd\u80fd\u529b\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u5904\u7406\u52a8\u6001\u548c\u4e0d\u53ef\u9884\u6d4b\u7684\u573a\u666f\uff0c\u4f7f\u5176\u5728\u5404\u79cd\u5e94\u7528\u4e2d\u66f4\u52a0\u901a\u7528\u548c\u9ad8\u6548\u3002<br \/>GenAI\u5728\u673a\u5668\u4eba\u9886\u57df\u7684\u53e6\u4e00\u4e2a\u91cd\u8981\u65b9\u9762\u662f\u5176\u5728\u534f\u4f5c\u667a\u80fd\u65b9\u9762\u7684\u6f5c\u529b\u3002\u901a\u8fc7\u5c06\u673a\u5668\u4eba\u8fde\u63a5\u5230\u5171\u4eab\u7684\u4eba\u5de5\u667a\u80fd\u7f51\u7edc\uff0c\u5b83\u4eec\u53ef\u4ee5\u76f8\u4e92\u5b66\u4e60\u7ecf\u9a8c\uff0c\u4f7f\u6574\u4e2a\u7cfb\u7edf\u66f4\u52a0\u660e\u4eae\u3002\u8fd9\u79cd\u534f\u4f5c\u65b9\u6cd5\u4f7f\u673a\u5668\u4eba\u80fd\u591f\u6c47\u96c6\u77e5\u8bc6\uff0c\u5206\u4eab\u89c1\u89e3\uff0c\u5171\u540c\u89e3\u51b3\u590d\u6742\u95ee\u9898\u3002\u56e0\u6b64\uff0c\u6574\u4e2a\u7cfb\u7edf\u53d8\u5f97\u66f4\u52a0\u7a33\u5065\u3001\u9ad8\u6548\uff0c\u80fd\u591f\u5e94\u5bf9\u53ef\u80fd\u8d85\u51fa\u5355\u4e2a\u673a\u5668\u4eba\u80fd\u529b\u7684\u6311\u6218\u3002<\/p><p>\u4e8b\u5b9e\u4e0a\uff0c\u5728\u5de5\u5382\u751f\u4ea7\u7ebf\u4e3a\u5de5\u4eba\u63d0\u4f9b\u652f\u6301\u7684\u673a\u5668\u4eba\u5c31\u662f\u4e00\u4e2a\u53ef\u4ee5\u5e94\u7528Generative AI\u7684\u4f8b\u5b50\u3002\u5982\u679c\u4e00\u4e2a\u673a\u5668\u4eba\u5f97\u77e5\u65b0\u4ea7\u54c1\u6216\u8d28\u91cf\u7f3a\u9677\uff0c\u8fd9\u4e9b\u4fe1\u606f\u53ef\u4ee5\u5728\u673a\u5668\u4eba\u7f51\u7edc\u4e2d\u4f20\u64ad\uff0c\u4ece\u800c\u65e0\u9700\u5bf9\u673a\u5668\u4eba\u8fdb\u884c\u5355\u72ec\u7684\u518d\u57f9\u8bad\uff0c\u5e76\u5728\u6bcf\u6b21\u4e8b\u4ef6\u53d1\u751f\u65f6\u901a\u77e5\u673a\u5668\u4eba\u3002<\/p><h4><strong>\u6848\u4f8b<\/strong><\/h4><p>\u4e00\u5bb6\u4e16\u754c\u9886\u5148\u7684\u8fb9\u7f18\u8ba1\u7b97\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u5546\u539f\u578b\u5316\u4e86\u4e00\u4e2a\u7cfb\u7edf\uff0c\u4ed6\u4eec\u5c06LLM\uff08\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff09\u96c6\u6210\u5230\u4e00\u4e2a\u5145\u5f53\u670d\u52a1\u5458\u7684\u673a\u5668\u4eba\u4e2d\u3002\u5ba2\u6237\u53ef\u4ee5\u5411\u673a\u5668\u4eba\u7d22\u8981\u591a\u79cd\u4e0d\u540c\u7684\u4ea7\u54c1\uff0c\u5305\u62ec\u673a\u5668\u4eba\u4ee5\u524d\u4ece\u672a\u89c1\u8fc7\u7684\u4ea7\u54c1\u3002<\/p><p>\u8fd9\u79cd\u7c7b\u578b\u7684GenAI\u96c6\u6210\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\uff1a<\/p><ol><li>\u5b9e\u73b0\u66f4\u81ea\u7136\u7684\u8bed\u8a00\u4ea4\u4e92\u3002\u6709\u4e86LLM\uff0c\u4eba\u548c\u673a\u5668\u4eba\u4e4b\u95f4\u7684\u901a\u4fe1\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u548c\u81ea\u7136\u3002<\/li><li>\u65e0\u9700\u5bf9\u7279\u5b9a\u4efb\u52a1\u8fdb\u884c\u7f16\u7801\u3002\u6709\u4e86LLM\uff0c\u673a\u5668\u4eba\u53ef\u4ee5\u540c\u65f6\u5b8c\u6210\u591a\u4e2a\u4efb\u52a1\uff0c\u5e76\u4e86\u89e3\u8fd9\u4e9b\u4efb\u52a1\u4e4b\u95f4\u7684\u8054\u7cfb\u3002<\/li><li>\u66f4\u597d\u5730\u7406\u89e3\u4eba\u7c7b\u76ee\u6807\u3002\u7ed3\u5408LLM\u548c\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff08RLHF\uff09\u6280\u672f\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u4e2d\u90e8\u7f72\u4e2a\u6027\u5316\u3002<\/li><\/ol><p>\u6211\u4eec\u53ef\u4ee5\u5c06\u8fd9\u79cd\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u5e94\u7528\u4e8e\u5176\u4ed6\u95ee\u9898\uff0c\u5982\u5916\u79d1\u624b\u672f\u3002\u4e3b\u8981\u7684\u6311\u6218\u603b\u662f\u51fa\u4e4e\u610f\u6599\u7684\u590d\u6742\u60c5\u51b5\u548c\u673a\u5668\u4eba\u7f3a\u4e4f\u8bad\u7ec3\u7684\u60c5\u51b5\u3002\u5229\u7528GenAI\u7684\u624b\u672f\u673a\u5668\u4eba\u53ef\u80fd\u4f1a\u5728\u6700\u521d\u7684\u8bad\u7ec3\u4e4b\u5916\u8868\u73b0\u51fa\u5904\u7406\u5404\u79cd\u624b\u672f\u573a\u666f\u7684\u80fd\u529b\u3002<\/p><p>\u57fa\u4e8e\u8fd9\u79cd\u63a8\u65ad\uff0c\u5f88\u5bb9\u6613\u5728\u5176\u4ed6\u9886\u57df\uff08\u5982\u81ea\u4e3b\u79fb\u52a8\u9886\u57df\uff09\u770b\u5230\u5373\u65f6\u89e3\u51b3\u65b9\u6848\u3002\u8be5\u9886\u57df\u53ef\u4ee5\u4eceGenerative AI\u4e2d\u53d7\u76ca\uff0c\u56e0\u4e3a\u5b83\u80fd\u591f\u66f4\u597d\u5730\u5229\u7528\u591a\u6a21\u5f0f\u6570\u636e\u8fdb\u884c\u5b66\u4e60\uff0c\u8fd8\u53ef\u4ee5\u5e2e\u52a9\u751f\u6210\u5408\u6210\u6a21\u62df\u573a\u666f\uff0c\u4ece\u800c\u6539\u8fdb\u81ea\u4e3b\u673a\u5668\u4eba\u7684\u6d4b\u8bd5\u548c\u90e8\u7f72\u3002<\/p><h4><strong>\u9650\u5236<\/strong><\/h4><p>GenAI\u8981\u60f3\u6709\u6548\uff0c\u5fc5\u987b\u5177\u5907\u4e09\u4e2a\u5173\u952e\u5c5e\u6027\uff1a\u901f\u5ea6\uff08\u5904\u7406\u4efb\u52a1\u5feb\uff09\u3001\u8d28\u91cf\uff08\u5904\u7406\u4efb\u52a1\u597d\uff09\u548c\u591a\u6837\u6027\uff08\u5904\u7406\u4efb\u52a1\u591a\uff09\u3002\u521b\u5efa\u4e00\u4e2a\u53ef\u4ee5\u540c\u65f6\u62e5\u6709\u8fd9\u4e09\u79cd\u529f\u80fd\u7684GenAI\u6a21\u578b\u662f\u4e00\u4e2a\u76f8\u5f53\u5927\u7684\u6311\u6218\u3002\u5927\u591a\u6570\u8fdb\u6b65\u90fd\u662f\u7531\u6709\u8d44\u6e90\u63a8\u52a8\u8fd9\u4e00\u9886\u57df\u5e76\u53d1\u660e\u6ee1\u8db3\u8fd9\u4e09\u4e2a\u8981\u6c42\u7684\u6a21\u578b\u7684\u5927\u516c\u53f8\u53d6\u5f97\u7684\u3002\u8fd9\u53ef\u80fd\u4f1a\u5bfc\u81f4GenAI\u7684\u4f7f\u7528\u65b9\u5411\u53d1\u751f\u504f\u5dee\uff0c\u5e76\u5728\u5229\u6da6\u8f83\u4f4e\u4f46\u6709\u76ca\u7684\u9886\u57df\uff08\u5982\u533b\u5b66\uff09\u672a\u5f97\u5230\u5145\u5206\u5229\u7528\u3002<\/p><p>\u5bf9\u4e8e\u8fb9\u7f18\u8ba1\u7b97\u7528\u4f8b\uff0c\u5982\u5177\u6709\u8d85\u5feb\u901f\u5ef6\u8fdf\u7684\u673a\u5668\u4eba\uff0c\u5982\u5916\u79d1\u673a\u5668\u4eba\u548c\u81ea\u52a8\u914d\u9001\u5730\u9762\u673a\u5668\u4eba\uff0c\u51b3\u7b56\u65f6\u95f4\u8feb\u4f7f\u6240\u6709\u667a\u80fd\u5728\u8fb9\u7f18\u4e0a\u8fd0\u884c\u3002\u5f53\u5c06\u7528\u4f8b\u4e0eGenAI\u6a21\u578b\u96c6\u6210\u65f6\uff0c\u8fd9\u5c31\u6210\u4e86\u4e00\u4e2a\u95ee\u9898\uff0c\u56e0\u4e3aLLM\u548c\u5176\u4ed6GenAI\u6280\u672f\u672c\u8d28\u4e0a\u975e\u5e38\u5de8\u5927\uff0c\u5728Edge\u90e8\u7f72\u4e2d\u5e26\u6765\u4e86\u5f88\u591a\u6311\u6218\u3002LLM\u6a21\u578b\u548c\u8f6c\u6362\u5668\u7684\u6280\u672f\u57fa\u7840\u672c\u8eab\u5c31\u7ed9\u4f4e\u529f\u8017\u5d4c\u5165\u5f0f\u5f00\u53d1\u5e26\u6765\u4e86\u6311\u6218\uff0c\u56e0\u4e3a\u8fc7\u53bb\u51e0\u5e74\u6765\uff0c\u5bf9\u4eba\u5de5\u667a\u80fd\u52a0\u901f\u5668\u548c\u8fb9\u7f18\u5e73\u53f0\u8f6f\u4ef6\u7684\u5927\u591a\u6570\u4f18\u5316\u90fd\u96c6\u4e2d\u5728CNN\u4e0a\u3002<\/p><h4><strong>MulticoreWare\u5728GenAI\u548c\u673a\u5668\u4eba\u9886\u57df\u7684\u4f18\u52bf<\/strong><\/h4><p>GenAI\u7684\u5c40\u9650\u6027\u4f7f\u5176\u6210\u4e3a\u53d1\u660e\u5bb6\u548c\u521b\u65b0\u8005\u4e0d\u5747\u8861\u7684\u7ade\u4e89\u73af\u5883\uff0c\u4f46\u8fd9\u4e2a\u95ee\u9898\u7684\u89e3\u51b3\u65b9\u6848\u786e\u5b9e\u5b58MulticoreWare\u3002<\/p><ol><li>\u6211\u4eec\u9488\u5bf9\u4f4e\u529f\u8017\uff0c\u6c7d\u8f66\u5e73\u53f0\u4f18\u5316\u4e86\u5404\u79cdtransformer\u6a21\u578b\uff0c\u5e76\u901a\u8fc7\u591a\u4e2a\u4f20\u611f\u5668\u8f93\u5165\u5b9e\u73b0\u4e86\u8fd1\u4e4e\u5b9e\u65f6\u7684\u6027\u80fd\u3002<\/li><li>\u6211\u4eec\u62e5\u6709\u5728\u5404\u79cd\u4e91\u548c\u8fb9\u7f18\u5e73\u53f0\u67b6\u6784\u4e0a\u4f18\u5316LLM\u548c\u5176\u4ed6\u57fa\u4e8etransformer\u7684\u6a21\u578b\u7684\u63a8\u7406\u5806\u6808\u7684\u4e13\u4e1a\u77e5\u8bc6\u3002<\/li><li>\u6211\u4eec\u6709\u80fd\u529b\u6839\u636e\u5ba2\u6237\u7684\u4f7f\u7528\u573a\u666f\uff0c\u4f20\u611f\u5668\u878d\u5408\u6a21\u578b\u6765\u5b9a\u4e49\u57fa\u4e8etransformer\u7684\u6a21\u578b\u6765\u52a0\u901f\u60a8\u7684\u673a\u5668\u4eba\u611f\u77e5\u89e3\u51b3\u65b9\u6848\u5b9e\u73b0\u3002<\/li><\/ol><h4><strong>\u7ed3\u8bba<\/strong><\/h4><p>GenAI\u6280\u672f\u7684\u5f71\u54cd\u3001\u98ce\u9669\u548c\u6807\u51c6\u5316\u5c1a\u5904\u4e8e\u840c\u82bd\u9636\u6bb5\uff0c\u53ef\u80fd\u671d\u7740\u4e0d\u540c\u7684\u65b9\u5411\u53d1\u5c55\u3002\u968f\u7740\u6280\u672f\u7684\u6210\u719f\uff0c\u673a\u5668\u4eba\u6280\u672f\u7684\u5de8\u5927\u5e94\u7528\u5c06\u63a8\u52a8\u8be5\u9886\u57df\u7684\u53d1\u5c55\u5e76\u5f97\u5230\u5229\u7528\u3002<\/p><p>\u901a\u8fc7<a href=\"mailto:info@multicorewareinc.com\">info@multicorewareinc.com<\/a> \u8054\u7cfb\u6211\u4eec\uff0c\u63a2\u7d22\u4e0eMulticoreWare\u5728GenerativeAI\u548c\u673a\u5668\u4eba\u6280\u672f\u65b9\u9762\u7684\u53ef\u80fd\u5408\u4f5c\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-549631b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"549631b\" 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-11136e0\" data-id=\"11136e0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\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<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08GenAI\uff09\u662f\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u53ef\u4ee5\u4ea7\u751f\u5404\u79cd\u5f62\u5f0f\u7684\u5185\u5bb9\uff0c\u5982\u6587\u672c\u3001\u56fe\u50cf\u548c\u97f3\u9891\u3002<\/p>\n","protected":false},"author":1,"featured_media":14616,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[62,45,46,58,59,60,78,79,61],"tags":[],"class_list":["post-14615","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-robotics","category-autonomous-mobility-software","category-driver-monitoring-systems-libraries","category-sensor-data-fusion-engineering","category-sensor-data-fusion-engineering-consultancy","category-slam","category-smart-city","category-smart-health","category-virtual-ai-simulator"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.12 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd:\u673a\u5668\u4eba\u6280\u672f\u7684\u65b0\u9886\u57df - MulticoreWare<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd:\u673a\u5668\u4eba\u6280\u672f\u7684\u65b0\u9886\u57df - MulticoreWare\" \/>\n<meta property=\"og:description\" content=\"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08GenAI\uff09\u662f\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u53ef\u4ee5\u4ea7\u751f\u5404\u79cd\u5f62\u5f0f\u7684\u5185\u5bb9\uff0c\u5982\u6587\u672c\u3001\u56fe\u50cf\u548c\u97f3\u9891\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/\" \/>\n<meta property=\"og:site_name\" content=\"MulticoreWare\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-25T10:13:09+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-06T05:39:08+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/07\/ai.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"410\" \/>\n\t<meta property=\"og:image:height\" content=\"310\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/\",\"url\":\"https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/\",\"name\":\"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd:\u673a\u5668\u4eba\u6280\u672f\u7684\u65b0\u9886\u57df - MulticoreWare\",\"isPartOf\":{\"@id\":\"https:\/\/multicorewareinc.com\/ch\/#website\"},\"datePublished\":\"2023-07-25T10:13:09+00:00\",\"dateModified\":\"2025-05-06T05:39:08+00:00\",\"author\":{\"@id\":\"https:\/\/multicorewareinc.com\/ch\/#\/schema\/person\/56ca35dfbaaa10c30b73b0745ab54091\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/multicorewareinc.com\/ch\/#website\",\"url\":\"https:\/\/multicorewareinc.com\/ch\/\",\"name\":\"MulticoreWare\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/multicorewareinc.com\/ch\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/multicorewareinc.com\/ch\/#\/schema\/person\/56ca35dfbaaa10c30b73b0745ab54091\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/multicorewareinc.com\/ch\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/c8b1ca3c59472b67fb25654409068247c4f4d7d14ecae079a9d3b351edbbbf17?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/c8b1ca3c59472b67fb25654409068247c4f4d7d14ecae079a9d3b351edbbbf17?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"https:\/\/multicorewareinc.com\"],\"url\":\"https:\/\/multicorewareinc.com\/ch\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd:\u673a\u5668\u4eba\u6280\u672f\u7684\u65b0\u9886\u57df - MulticoreWare","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/","og_locale":"en_US","og_type":"article","og_title":"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd:\u673a\u5668\u4eba\u6280\u672f\u7684\u65b0\u9886\u57df - MulticoreWare","og_description":"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff08GenAI\uff09\u662f\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u53ef\u4ee5\u4ea7\u751f\u5404\u79cd\u5f62\u5f0f\u7684\u5185\u5bb9\uff0c\u5982\u6587\u672c\u3001\u56fe\u50cf\u548c\u97f3\u9891\u3002","og_url":"https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/","og_site_name":"MulticoreWare","article_published_time":"2023-07-25T10:13:09+00:00","article_modified_time":"2025-05-06T05:39:08+00:00","og_image":[{"width":410,"height":310,"url":"https:\/\/multicorewareinc.com\/ch\/wp-content\/uploads\/2023\/07\/ai.jpg","type":"image\/jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"Written by":"admin","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/","url":"https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/","name":"\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd:\u673a\u5668\u4eba\u6280\u672f\u7684\u65b0\u9886\u57df - MulticoreWare","isPartOf":{"@id":"https:\/\/multicorewareinc.com\/ch\/#website"},"datePublished":"2023-07-25T10:13:09+00:00","dateModified":"2025-05-06T05:39:08+00:00","author":{"@id":"https:\/\/multicorewareinc.com\/ch\/#\/schema\/person\/56ca35dfbaaa10c30b73b0745ab54091"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/multicorewareinc.com\/ch\/generativeai-new-frontier-for-robotics\/"]}]},{"@type":"WebSite","@id":"https:\/\/multicorewareinc.com\/ch\/#website","url":"https:\/\/multicorewareinc.com\/ch\/","name":"MulticoreWare","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/multicorewareinc.com\/ch\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/multicorewareinc.com\/ch\/#\/schema\/person\/56ca35dfbaaa10c30b73b0745ab54091","name":"admin","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/multicorewareinc.com\/ch\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c8b1ca3c59472b67fb25654409068247c4f4d7d14ecae079a9d3b351edbbbf17?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c8b1ca3c59472b67fb25654409068247c4f4d7d14ecae079a9d3b351edbbbf17?s=96&d=mm&r=g","caption":"admin"},"sameAs":["https:\/\/multicorewareinc.com"],"url":"https:\/\/multicorewareinc.com\/ch\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/posts\/14615","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/comments?post=14615"}],"version-history":[{"count":51,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/posts\/14615\/revisions"}],"predecessor-version":[{"id":19734,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/posts\/14615\/revisions\/19734"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/media\/14616"}],"wp:attachment":[{"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/media?parent=14615"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/categories?post=14615"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/multicorewareinc.com\/ch\/wp-json\/wp\/v2\/tags?post=14615"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}