{"id":3771,"date":"2023-09-18T09:38:45","date_gmt":"2023-09-18T01:38:45","guid":{"rendered":""},"modified":"2023-09-18T09:38:45","modified_gmt":"2023-09-18T01:38:45","slug":"","status":"publish","type":"post","link":"http:\/\/www.idea2003.com\/dongtai\/3771.html","title":{"rendered":"\u8c37\u6b4c\u8fd9\u4e00\u201c\u5927\u62db\u201d\uff0c\u8981\u903c\u6b7b\u591a\u5c11AI\u6807\u6ce8\u516c\u53f8\uff1f"},"content":{"rendered":"
\n

\u58f0\u660e\uff1a\u672c\u6587\u6765\u81ea\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7AI\u65b0\u667a\u80fd\uff08ID\uff1aalpAIworks\uff09\uff0c\u4f5c\u8005\uff1a\u4e3e\u5927\u540d\u8033\uff0c\u6388\u6743\u5fae\u65b0\u521b\u60f3\u8f6c\u8f7d\u53d1\u5e03\u3002<\/p>\n<\/blockquote>\n

\u5982\u679c\u8bf4\uff0c\u5f53\u4e0b\u7684\u751f\u6210\u5f0fAI\uff0c\u662f\u4e00\u4e2a\u6b63\u5728\u8301\u58ee\u6210\u957f\u7684\u5b69\u5b50\uff0c\u90a3\u4e48\u6e90\u6e90\u4e0d\u65ad\u7684\u6570\u636e\uff0c\u5c31\u662f\u5176\u5582\u517b\u5176\u751f\u957f\u7684\u98df\u7269\u3002<\/p>\n

\u800c\u6570\u636e\u6807\u6ce8\uff0c\u5c31\u662f\u5236\u4f5c\u8fd9\u4e00\u201c\u98df\u7269\u201d\u7684\u8fc7\u7a0b\u3002<\/p>\n

\u7136\u800c\uff0c\u8fd9\u4e00\u8fc7\u7a0b\u771f\u7684\u5f88\u5377\uff0c\u5f88\u7d2f\u4eba\u3002<\/p>\n

\u8fdb\u884c\u6807\u6ce8\u7684\u201c\u6807\u6ce8\u5e08\u201d\u4e0d\u4ec5\u9700\u8981\u53cd\u590d\u5730\u8bc6\u522b\u51fa\u56fe\u50cf\u4e2d\u7684\u5404\u79cd\u7269\u4f53\u3001\u989c\u8272\u3001\u5f62\u72b6\u7b49\uff0c\u6709\u65f6\u5019\u751a\u81f3\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\u3002<\/span><\/p>\n

\u968f\u7740AI\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u4eba\u5de5\u6570\u636e\u6807\u6ce8\u7684\u5c40\u9650\u6027\u4e5f\u65e5\u76ca\u663e\u73b0\u3002\u4eba\u5de5\u6570\u636e\u6807\u6ce8\u4e0d\u4ec5\u8017\u65f6\u8017\u529b\uff0c\u800c\u4e14\u8d28\u91cf\u6709\u65f6\u96be\u4ee5\u4fdd\u969c\u3002<\/p>\n

\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u8c37\u6b4c\u6700\u8fd1\u63d0\u51fa\u4e86\u4e00\u79cd\u7528\u5927\u6a21\u578b\u66ff\u4ee3\u4eba\u7c7b\u8fdb\u884c\u504f\u597d\u6807\u6ce8\u7684\u65b9\u6cd5\uff0c\u79f0\u4e3aAI\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff08RLAIF\uff09\u3002<\/span><\/p>\n

\n

\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0cRLAIF\u53ef\u4ee5\u5728\u4e0d\u4f9d\u8d56\u4eba\u7c7b\u6807\u6ce8\u7684\u60c5\u51b5\u4e0b\uff0c\u4ea7\u751f\u4e0e\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff08RLHF\uff09\u76f8\u5f53\u7684\u6539\u8fdb\u6548\u679c\uff0c\u4e24\u8005\u7684\u80dc\u7387\u90fd\u662f50%\u3002\u540c\u65f6\uff0cRLAIF\u548cRLHF\u90fd\u4f18\u4e8e\u76d1\u7763\u5fae\u8c03(SFT)\u7684\u57fa\u7ebf\u7b56\u7565\u3002<\/p>\n

\u8fd9\u4e9b\u7ed3\u679c\u8868\u660e\uff0cRLAIF\u4e0d\u9700\u8981\u4f9d\u8d56\u4e8e\u4eba\u5de5\u6807\u6ce8\uff0c\u662fRLHF\u7684\u53ef\u884c\u66ff\u4ee3\u65b9\u6848\u3002<\/strong><\/p>\n

\u90a3\u4e48\uff0c\u5018\u82e5\u8fd9\u4e00\u6280\u672f\u5c06\u6765\u771f\u7684\u63a8\u5e7f\u3001\u666e\u53ca\uff0c\u4f17\u591a\u8fd8\u5728\u9760\u4eba\u5de5\u201c\u62c9\u6846\u201d\u7684\u6570\u636e\u6807\u6ce8\u4f01\u4e1a\uff0c\u4ece\u6b64\u662f\u5426\u5c31\u771f\u7684\u8981\u88ab\u903c\u4e0a\u7edd\u8def\u4e86?<\/p>\n

1<\/strong><\/p>\n

\u6570\u636e\u6807\u6ce8\u73b0\u72b6<\/strong><\/p>\n

\u5982\u679c\u8981\u7b80\u5355\u5730\u603b\u7ed3\u76ee\u524d\u56fd\u5185\u6807\u6ce8\u884c\u4e1a\u7684\u73b0\u72b6\uff0c\u90a3\u5c31\u662f:\u52b3\u52a8\u91cf\u5927\uff0c\u4f46\u6548\u7387\u5374\u4e0d\u592a\u9ad8\uff0c\u5c5e\u4e8e\u8d39\u529b\u4e0d\u8ba8\u597d\u7684\u72b6\u6001\u3002<\/strong><\/p>\n

\u6807\u6ce8\u4f01\u4e1a\u88ab\u79f0\u4e3aAI\u9886\u57df\u7684\u6570\u636e\u5de5\u5382\uff0c\u901a\u5e38\u96c6\u4e2d\u5728\u4e1c\u5357\u4e9a\u3001\u975e\u6d32\u6216\u662f\u4e2d\u56fd\u7684\u6cb3\u5357\u3001\u5c71\u897f\u3001\u5c71\u4e1c\u7b49\u4eba\u529b\u8d44\u6e90\u4e30\u5bcc\u7684\u5730\u533a\u3002<\/p>\n

\u4e3a\u4e86\u63a7\u5236\u6210\u672c\uff0c\u6807\u6ce8\u516c\u53f8\u7684\u8001\u677f\u4eec\u4f1a\u5728\u53bf\u57ce\u91cc\u79df\u4e00\u5757\u573a\u5730\uff0c\u6446\u4e0a\u7535\u8111\uff0c\u6709\u8ba2\u5355\u4e86\u5c31\u5728\u9644\u8fd1\u62db\u4eba\u517c\u804c\u6765\u505a\uff0c\u6ca1\u5355\u5b50\u5c31\u89e3\u6563\u4f11\u606f\u3002<\/p>\n

\u7b80\u5355\u6765\u8bf4\uff0c\u8fd9\u4e2a\u5de5\u79cd\u6709\u70b9\u7c7b\u4f3c\u9a6c\u8def\u8fb9\u4e0a\u7684\u4e34\u65f6\u88c5\u4fee\u5de5\u3002<\/p>\n

\u5728\u5de5\u4f4d\u4e0a\uff0c\u7cfb\u7edf\u4f1a\u968f\u673a\u7ed9\u201c\u6807\u6ce8\u5e08\u201d\u4e00\u7ec4\u6570\u636e\uff0c\u4e00\u822c\u5305\u542b\u51e0\u4e2a\u95ee\u9898\u548c\u51e0\u4e2a\u56de\u7b54\u3002<\/span><\/p>\n

\u4e4b\u540e\uff0c\u201c\u6807\u6ce8\u5e08\u201d\u9700\u8981\u5148\u6807\u6ce8\u51fa\u8fd9\u4e2a\u95ee\u9898\u5c5e\u4e8e\u4ec0\u4e48\u7c7b\u578b\uff0c\u968f\u540e\u7ed9\u8fd9\u4e9b\u56de\u7b54\u5206\u522b\u6253\u5206\u5e76\u6392\u5e8f\u3002<\/p>\n

\u6b64\u524d\uff0c\u4eba\u4eec\u5728\u8c08\u8bba\u56fd\u4ea7\u5927\u6a21\u578b\u4e0eGPT-4\u7b49\u5148\u8fdb\u5927\u6a21\u578b\u7684\u5dee\u8ddd\u65f6\uff0c\u603b\u7ed3\u51fa\u4e86\u56fd\u5185\u6570\u636e\u8d28\u91cf\u4e0d\u9ad8\u7684\u539f\u56e0\u3002<\/p>\n

\u4f46\u6570\u636e\u8d28\u91cf\u4e3a\u4f55\u4e0d\u9ad8?\u4e00\u90e8\u5206\u539f\u56e0\uff0c\u5c31\u51fa\u5728\u6570\u636e\u6807\u6ce8\u7684\u201c\u6d41\u6c34\u7ebf\u201d\u4e0a\u3002<\/p>\n

\u76ee\u524d\uff0c\u4e2d\u6587\u5927\u6a21\u578b\u7684\u6570\u636e\u6765\u6e90\u662f\u4e24\u7c7b\uff0c\u4e00\u7c7b\u662f\u5f00\u6e90\u7684\u6570\u636e\u96c6;\u4e00\u7c7b\u662f\u901a\u8fc7\u722c\u866b\u722c\u6765\u7684\u4e2d\u6587\u4e92\u8054\u7f51\u6570\u636e\u3002<\/p>\n

\u4e2d\u6587\u5927\u6a21\u578b\u8868\u73b0\u4e0d\u591f\u597d\u7684\u4e3b\u8981\u539f\u56e0\u4e4b\u4e00\u5c31\u662f\u4e92\u8054\u7f51\u6570\u636e\u8d28\u91cf\uff0c<\/strong>\u6bd4\u5982\uff0c\u4e13\u4e1a\u4eba\u58eb\u5728\u67e5\u627e\u8d44\u6599\u7684\u65f6\u5019\u4e00\u822c\u4e0d\u4f1a\u7528\u767e\u5ea6\u3002<\/p>\n

\n

\u56e0\u6b64\uff0c\u5728\u9762\u5bf9\u4e00\u4e9b\u8f83\u4e3a\u4e13\u4e1a\u3001\u5782\u76f4\u7684\u6570\u636e\u95ee\u9898\uff0c\u4f8b\u5982\u533b\u7597\u3001\u91d1\u878d\u7b49\uff0c\u5c31\u8981\u4e0e\u4e13\u4e1a\u56e2\u961f\u5408\u4f5c\u3002<\/p>\n

\u53ef\u8fd9\u65f6\uff0c\u95ee\u9898\u53c8\u6765\u4e86:\u5bf9\u4e8e\u4e13\u4e1a\u56e2\u961f\u6765\u8bf4\uff0c\u5728\u6570\u636e\u65b9\u9762\u4e0d\u4ec5\u56de\u62a5\u5468\u671f\u957f\uff0c\u800c\u4e14\u5148\u884c\u8005\u5f88\u6709\u53ef\u80fd\u4f1a\u5403\u4e8f\u3002<\/p>\n

\u4f8b\u5982\uff0c\u67d0\u5bb6\u6807\u6ce8\u56e2\u961f\u82b1\u4e86\u5f88\u591a\u94b1\u548c\u65f6\u95f4\uff0c\u505a\u4e86\u5f88\u591a\u6570\u636e\uff0c\u522b\u4eba\u53ef\u80fd\u82b1\u5f88\u5c11\u7684\u94b1\u5c31\u53ef\u4ee5\u76f4\u63a5\u6253\u5305\u4e70\u8d70\u3002<\/p>\n

\u9762\u5bf9\u8fd9\u6837\u7684\u201c\u642d\u4fbf\u8f66\u56f0\u5883\u201d\uff0c\u56fd\u5185\u5927\u6a21\u578b\u7eb7\u7eb7\u9677\u5165\u4e86\u6570\u636e\u867d\u591a\uff0c\u4f46\u8d28\u91cf\u5374\u4e0d\u9ad8\u7684\u8be1\u5f02\u56f0\u5883\u3002<\/p>\n

\u65e2\u7136\u5982\u6b64\uff0c\u90a3\u76ee\u524d\u56fd\u5916\u4e00\u4e9b\u8f83\u4e3a\u9886\u5148\u7684AI\u4f01\u4e1a\uff0c\u5982OpenAI\uff0c\u4ed6\u4eec\u662f\u600e\u4e48\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u7684?<\/p>\n

\u5176\u5b9e\uff0c\u5728\u6570\u636e\u6807\u6ce8\u65b9\u9762\uff0cOpenAI\u4e5f\u6ca1\u6709\u653e\u5f03\u4f7f\u7528\u5ec9\u4ef7\u7684\u5bc6\u96c6\u52b3\u52a8\u6765\u964d\u4f4e\u6210\u672c\uff0c<\/span><\/p>\n

\u4f8b\u5982\uff0c\u6b64\u524d\u5c31\u66dd\u51fa\u5176\u66fe\u4ee52\u7f8e\u5143\/\u5c0f\u65f6\u7684\u4ef7\u683c\uff0c\u96c7\u4f63\u4e86\u5927\u91cf\u80af\u5c3c\u4e9a\u52b3\u5de5\u8fdb\u884c\u6709\u6bd2\u4fe1\u606f\u7684\u6807\u6ce8\u5de5\u4f5c\u3002<\/p>\n

\u4f46\u5173\u952e\u7684\u533a\u522b\uff0c\u5c31\u5728\u4e8e\u5982\u4f55\u89e3\u51b3\u6570\u636e\u8d28\u91cf\u548c\u6807\u6ce8\u6548\u7387\u7684\u95ee\u9898\u3002<\/strong><\/p>\n

\u5177\u4f53\u6765\u8bf4\uff0cOpenAI\u5728\u8fd9\u65b9\u9762\uff0c\u4e0e\u56fd\u5185\u4f01\u4e1a\u6700\u5927<\/span>\u7684\u4e0d\u540c\uff0c\u5c31\u5728\u4e8e\u5982\u4f55\u964d\u4f4e\u4eba\u5de5\u6807\u6ce8\u7684\u201c\u4e3b\u89c2\u6027\u201d\u3001\u201c\u4e0d\u7a33\u5b9a\u6027\u201d\u7684\u5f71\u54cd\u3002<\/p>\n

2<\/strong><\/p>\n

OpenAI\u7684\u65b9\u5f0f<\/strong><\/p>\n

\u4e3a\u4e86\u964d\u4f4e\u8fd9\u6837\u4eba\u7c7b\u6807\u6ce8\u5458\u7684\u201c\u4e3b\u89c2\u6027\u201d\u548c\u201c\u4e0d\u7a33\u5b9a\u6027\u201d\uff0cOpenAI\u5927\u81f4\u91c7\u7528\u4e86\u4e24\u4e2a\u4e3b\u8981\u7684\u7b56\u7565:<\/p>\n

1\u3001\u4eba\u5de5\u53cd\u9988\u4e0e\u5f3a\u5316\u5b66\u4e60\u76f8\u7ed3\u5408;<\/strong><\/p>\n

\u8fd9\u91cc\u5148\u8bf4\u8bf4\u7b2c\u4e00<\/span>\u70b9\uff0c\u5728\u6807\u6ce8\u65b9\u5f0f\u4e0a\uff0cOpenAI\u7684\u4eba\u5de5\u53cd\u9988\uff0c\u4e0e\u56fd\u5185\u6700\u5927<\/span>\u7684\u533a\u522b\uff0c\u5c31\u5728\u4e8e\u5176\u4e3b\u8981\u662f\u5bf9\u667a\u80fd\u7cfb\u7edf\u7684\u884c\u4e3a\u8fdb\u884c\u6392\u5e8f\u6216\u8bc4\u5206\uff0c\u800c\u4e0d\u662f\u5bf9\u5176\u8f93\u51fa\u8fdb\u884c\u4fee\u6539\u6216\u6807\u6ce8\u3002<\/p>\n

\u667a\u80fd\u7cfb\u7edf\u7684\u884c\u4e3a\uff0c\u662f\u6307\u667a\u80fd\u7cfb\u7edf\u5728\u4e00\u4e2a\u590d\u6742\u7684\u73af\u5883\u4e2d\uff0c\u6839\u636e\u81ea\u5df1\u7684\u76ee\u6807\u548c\u7b56\u7565\uff0c\u505a\u51fa\u4e00\u7cfb\u5217\u7684\u52a8\u4f5c\u6216\u51b3\u7b56\u3002<\/p>\n

\u4f8b\u5982\u73a9\u4e00\u4e2a\u6e38\u620f\u3001\u63a7\u5236\u4e00\u4e2a\u673a\u5668\u4eba\u3001\u4e0e\u4e00\u4e2a\u4eba\u5bf9\u8bdd\u7b49\u3002<\/p>\n

\n

\u667a\u80fd\u7cfb\u7edf\u7684\u8f93\u51fa\uff0c\u5219\u662f\u6307\u5728\u4e00\u4e2a\u7b80\u5355\u7684\u4efb\u52a1\u4e2d\uff0c\u6839\u636e\u8f93\u5165\u7684\u6570\u636e\uff0c\u751f\u6210\u4e00\u4e2a\u7ed3\u679c\u6216\u56de\u7b54\uff0c\u4f8b\u5982\u5199\u4e00\u7bc7\u6587\u7ae0\u3001\u753b\u4e00\u5e45\u753b\u3002<\/p>\n

\u901a\u5e38\u6765\u8bf4\uff0c\u667a\u80fd\u7cfb\u7edf\u7684\u884c\u4e3a\u6bd4\u8f93\u51fa\u66f4\u96be\u4ee5\u7528\u201c\u6b63\u786e\u201d\u6216\u201c\u9519\u8bef\u201d\u6765\u5224\u65ad\uff0c\u66f4\u9700\u8981\u7528\u504f\u597d\u6216\u6ee1\u610f\u5ea6\u6765\u8bc4\u4ef7\u3002<\/p>\n

\u800c\u8fd9\u79cd\u4ee5\u201c\u504f\u597d\u201d\u6216\u201c\u6ee1\u610f\u5ea6\u201d\u4e3a\u6807\u51c6\u7684\u8bc4\u4ef7\u4f53\u7cfb\uff0c\u7531\u4e8e\u4e0d\u9700\u8981\u4fee\u6539\u6216\u6807\u6ce8\u5177\u4f53\u7684\u5185\u5bb9\uff0c\u4ece\u800c\u51cf\u5c11\u4e86\u4eba\u7c7b\u4e3b\u89c2\u6027\u3001\u77e5\u8bc6\u6c34\u5e73\u7b49\u56e0\u7d20\u5bf9\u6570\u636e\u6807\u6ce8\u8d28\u91cf\u4ee5\u53ca\u51c6\u786e\u6027\u7684\u5f71\u54cd\u3002<\/p>\n

\n

\u8bda\u7136\uff0c\u56fd\u5185\u4f01\u4e1a\u5728\u8fdb\u884c\u6807\u6ce8\u65f6\uff0c\u4e5f\u4f1a\u4f7f\u7528\u7c7b\u4f3c\u201c\u6392\u5e8f\u201d\u3001\u201c\u6253\u5206\u201d\u7684\u4f53\u7cfb\uff0c\u4f46\u7531\u4e8e\u7f3a\u4e4fOpenAI\u90a3\u6837\u7684\u201c\u5956\u52b1\u6a21\u578b\u201d\u4f5c\u4e3a\u5956\u52b1\u51fd\u6570\u6765\u4f18\u5316\u667a\u80fd\u7cfb\u7edf\u7684\u7b56\u7565\uff0c\u8fd9\u6837\u7684\u201c\u6392\u5e8f\u201d\u548c\u201c\u6253\u5206\u201d\uff0c\u672c\u8d28\u4e0a\u4ecd\u7136\u662f\u4e00\u79cd\u5bf9\u8f93\u51fa\u8fdb\u884c\u4fee\u6539\u6216\u6807\u6ce8\u7684\u65b9\u6cd5\u3002<\/p>\n

2\u3001\u591a\u6837\u5316\u3001\u5927\u89c4\u6a21\u7684\u6570\u636e\u6765\u6e90\u6e20\u9053;<\/strong><\/p>\n

\u56fd\u5185\u7684\u6570\u636e\u6807\u6ce8\u6765\u6e90\u4e3b\u8981\u662f\u7b2c\u4e09\u65b9\u6807\u6ce8\u516c\u53f8\u6216\u79d1\u6280\u516c\u53f8\u81ea\u5efa\u56e2\u961f\uff0c\u8fd9\u4e9b\u56e2\u961f\u591a\u4e3a\u672c\u79d1\u751f\u7ec4\u6210\uff0c\u7f3a\u4e4f\u8db3\u591f\u7684\u4e13\u4e1a\u6027\u548c\u7ecf\u9a8c\uff0c\u96be\u4ee5\u63d0\u4f9b\u9ad8\u8d28\u91cf\u548c\u9ad8\u6548\u7387\u7684\u53cd\u9988\u3002<\/p>\n

\u800c\u76f8\u8f83\u4e4b\u4e0b\uff0cOpenAI\u7684\u4eba\u5de5\u53cd\u9988\u5219\u6765\u81ea\u591a\u4e2a\u6e20\u9053\u548c\u56e2\u961f\u3002<\/span><\/p>\n

OpenAI\u4e0d\u4ec5\u4f7f\u7528\u5f00\u6e90\u6570\u636e\u96c6\u548c\u4e92\u8054\u7f51\u722c\u866b\u6765\u83b7\u53d6\u6570\u636e\uff0c\u8fd8\u4e0e\u591a\u5bb6\u6570\u636e\u516c\u53f8\u548c\u673a\u6784\u5408\u4f5c\uff0c\u4f8b\u5982Scale AI\u3001Appen\u3001Lionbridge AI\u7b49\uff0c\u6765\u83b7\u53d6\u66f4\u591a\u6837\u5316\u548c\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u3002<\/p>\n

\u4e0e\u56fd\u5185\u7684\u540c\u884c\u76f8\u6bd4\uff0c\u8fd9\u4e9b\u6570\u636e\u516c\u53f8\u548c\u673a\u6784\u6807\u6ce8\u7684\u624b\u6bb5\u8981\u201c\u81ea\u52a8\u201d\u548c\u201c\u667a\u80fd\u201d\u5f97\u591a\u3002<\/p>\n

\u4f8b\u5982\uff0cScale AI\u4f7f\u7528\u4e86\u4e00\u79cd\u79f0\u4e3a Snorkel\u7684\u6280\u672f\uff0c\u5b83\u662f\u4e00\u79cd\u57fa\u4e8e\u5f31\u76d1\u7763\u5b66\u4e60\u7684\u6570\u636e\u6807\u6ce8\u65b9\u6cd5\uff0c\u53ef\u4ee5\u4ece\u591a\u4e2a\u4e0d\u7cbe\u786e\u7684\u6570\u636e\u6e90\u4e2d\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u6807\u7b7e\u3002<\/span><\/p>\n

\u540c\u65f6\uff0cSnorkel\u8fd8\u53ef\u4ee5\u5229\u7528\u89c4\u5219\u3001\u6a21\u578b\u3001\u77e5\u8bc6\u5e93\u7b49\u591a\u79cd\u4fe1\u53f7\u6765\u4e3a\u6570\u636e\u6dfb\u52a0\u6807\u7b7e\uff0c\u800c\u4e0d\u9700\u8981\u4eba\u5de5\u76f4\u63a5\u6807\u6ce8\u6bcf\u4e2a\u6570\u636e\u70b9\u3002\u8fd9\u6837\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u4eba\u5de5\u6807\u6ce8\u7684\u6210\u672c\u548c\u65f6\u95f4\u3002<\/p>\n

\u5728\u6570\u636e\u6807\u6ce8\u7684\u6210\u672c\u3001\u5468\u671f\u7f29\u77ed\u7684\u60c5\u51b5\u4e0b\uff0c\u8fd9\u4e9b\u5177\u5907\u4e86\u7ade\u4e89\u4f18\u52bf\u7684\u6570\u636e\u516c\u53f8\uff0c\u518d\u901a\u8fc7\u9009\u62e9\u9ad8\u4ef7\u503c\u3001\u9ad8\u96be\u5ea6\u3001\u9ad8\u95e8\u69db\u7684\u7ec6\u5206\u9886\u57df\uff0c\u5982\u81ea\u52a8\u9a7e\u9a76\u3001\u5927\u8bed\u8a00\u6a21\u578b\u3001\u5408\u6210\u6570\u636e\u7b49\uff0c\u5c31\u53ef\u4e0d\u65ad\u63d0\u5347\u81ea\u5df1\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u548c\u5dee\u5f02\u5316\u4f18\u52bf\u3002<\/span><\/p>\n

\u5982\u6b64\u4e00\u6765\uff0c\u201c\u5148\u884c\u8005\u4f1a\u5403\u4e8f\u201d\u7684\u642d\u4fbf\u8f66\u56f0\u5883\uff0c\u4e5f\u88ab\u5f3a\u5927\u7684\u6280\u672f\u548c\u884c\u4e1a\u58c1\u5792\u7ed9\u6d88\u5f2d\u4e86\u3002<\/p>\n

3<\/strong><\/p>\n

\u6807\u51c6\u5316VS\u5c0f\u4f5c\u574a<\/strong><\/p>\n

\u7531\u6b64\u53ef\u89c1\uff0cAI\u81ea\u52a8\u6807\u6ce8\u6280\u672f\uff0c\u771f\u6b63\u6dd8\u6c70\u7684\u53ea\u662f\u90a3\u4e9b\u8fd8\u5728\u4f7f\u7528\u7eaf\u4eba\u5de5\u7684\u6807\u6ce8\u516c\u53f8\u3002<\/strong><\/p>\n

\u5c3d\u7ba1\u6570\u636e\u6807\u6ce8\u542c\u4e0a\u53bb\u662f\u4e00\u4e2a\u201c\u52b3\u52a8\u5bc6\u96c6\u578b\u201d\u4ea7\u4e1a\uff0c\u4f46\u662f\u4e00\u65e6\u6df1\u5165\u7ec6\u8282\uff0c\u4fbf\u4f1a\u53d1\u73b0\uff0c\u8ffd\u6c42\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u5e76\u4e0d\u662f\u4e00\u4ef6\u5bb9\u6613\u7684\u4e8b\u3002<\/p>\n

\u4ee5\u6d77\u5916\u6570\u636e\u6807\u6ce8\u7684\u72ec\u89d2\u517dScale AI\u4e3a\u4ee3\u8868\uff0cScale AI\u4e0d\u4ec5\u4ec5\u5728\u4f7f\u7528\u975e\u6d32\u7b49\u5730\u7684\u5ec9\u4ef7\u4eba\u529b\u8d44\u6e90\uff0c\u540c\u6837\u8fd8\u62db\u8058\u4e86\u6570\u5341\u540d\u535a\u58eb\uff0c\u6765\u5e94\u5bf9\u5404\u884c\u4e1a\u7684\u4e13\u4e1a\u6570\u636e\u3002<\/p>\n

\u6570\u636e\u6807\u6ce8\u8d28\u91cf\uff0c\u662fScale AI\u4e3aOpenAI\u7b49\u5927\u6a21\u578b\u4f01\u4e1a\u63d0\u4f9b\u7684\u6700\u5927<\/span>\u4ef7\u503c\u3002<\/span><\/p>\n

\u800c\u8981\u60f3\u6700\u5927<\/span>\u7a0b\u5ea6\u5730\u4fdd\u969c\u6570\u636e\u8d28\u91cf\uff0c\u9664\u4e86\u524d\u9762\u63d0\u5230\u7684\u4f7f\u7528AI\u8f85\u52a9\u6807\u6ce8\u5916\uff0cScale AI\u7684\u53e6\u4e00\u5927\u521b\u65b0\uff0c\u5c31\u662f\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u6570\u636e\u5e73\u53f0\u3002<\/strong><\/p>\n

\u8fd9\u4e9b\u5e73\u53f0\uff0c\u5305\u62ec\u4e86Scale Audit\u3001Scale Analytics\u3001ScaleData Quality \u7b49\u3002\u901a\u8fc7\u8fd9\u4e9b\u5e73\u53f0\uff0c\u5ba2\u6237\u53ef\u4ee5\u76d1\u63a7\u548c\u5206\u6790\u6807\u6ce8\u8fc7\u7a0b\u4e2d\u7684\u5404\u79cd\u6307\u6807\uff0c\u5e76\u5bf9\u6807\u6ce8\u6570\u636e\u8fdb\u884c\u6821\u9a8c\u548c\u4f18\u5316\uff0c\u8bc4\u4f30\u6807\u6ce8\u7684\u51c6\u786e\u6027\u3001\u4e00\u81f4\u6027\u548c\u5b8c\u6574\u6027\u3002<\/p>\n

\n

\u53ef\u4ee5\u8bf4\uff0c\u8fd9\u6837\u6807\u51c6\u5316\u3001\u7edf\u4e00\u5316\u7684\u5de5\u5177\u4e0e\u6d41\u7a0b\uff0c\u6210\u4e3a\u4e86\u533a\u5206\u6807\u6ce8\u4f01\u4e1a\u4e2d\u201c\u6d41\u6c34\u7ebf\u5de5\u5382<\/strong>\u201d<\/strong>\u548c\u201c<\/strong>\u624b\u5de5\u5c0f\u4f5c\u574a<\/strong>\u201d<\/strong>\u7684\u5173\u952e\u56e0\u7d20\u3002<\/p>\n

\u5728\u8fd9\u65b9\u9762\uff0c\u76ee\u524d\u56fd\u5185\u5927\u90e8\u5206\u7684\u6807\u6ce8\u4f01\u4e1a\uff0c\u90fd\u4ecd\u5728\u4f7f\u7528\u201c\u4eba\u5de5\u5ba1\u6838\u201d\u7684\u65b9\u5f0f\u6765\u5ba1\u6838\u6570\u636e\u6807\u6ce8\u7684\u8d28\u91cf\uff0c\u53ea\u6709\u767e\u5ea6\u7b49\u5c11\u6570\u5de8\u5934\u5f15\u5165\u4e86\u8f83\u4e3a\u5148\u8fdb\u7684\u7ba1\u7406\u548c\u8bc4\u4f30\u5de5\u5177\uff0c\u5982EasyData\u667a\u80fd\u6570\u636e\u670d\u52a1\u5e73\u53f0\u3002<\/p>\n

\u5982\u679c\u5728\u5173\u952e\u7684\u6570\u636e\u5ba1\u6838\u65b9\u9762\uff0c\u6ca1\u6709\u4e13\u95e8\u7684\u5de5\u5177\u6765\u76d1\u63a7\u548c\u5206\u6790\u6807\u6ce8\u7ed3\u679c\u548c\u6307\u6807\uff0c\u90a3\u5bf9\u6570\u636e\u8d28\u91cf\u7684\u628a\u5173\uff0c\u5c31\u4ecd\u65e7\u53ea\u80fd\u6ca6\u4e3a\u9760\u201c\u8001\u5e08\u5085\u201d\u773c\u529b\u89c1\u7684\u4f5c\u574a\u5f0f\u6c34\u51c6\u3002<\/p>\n

\n

\u56e0\u6b64\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u56fd\u5185\u4f01\u4e1a\uff0c\u5982\u767e\u5ea6\u3001\u9f99\u732b\u6570\u636e\u7b49\uff0c\u90fd\u5f00\u59cb\u5229\u7528\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u63d0\u9ad8\u6570\u636e\u6807\u6ce8\u7684\u6548\u7387\u548c\u8d28\u91cf\uff0c\u5b9e\u73b0\u4eba\u673a\u534f\u4f5c\u7684\u6a21\u5f0f\u3002<\/p>\n

\u7531\u6b64\u53ef\u89c1\uff0cAI\u6807\u6ce8<\/span><\/a>\u7684\u51fa\u73b0\uff0c\u5e76\u4e0d\u662f\u56fd\u5185\u6807\u6ce8\u4f01\u4e1a\u7684\u672b\u65e5\uff0c\u800c\u53ea\u662f\u4e00\u79cd\u4f4e\u6548\u3001\u5ec9\u4ef7\u3001\u7f3a\u4e4f\u6280\u672f\u542b\u91cf\u7684\u52b3\u52a8\u5bc6\u96c6\u578b\u6807\u6ce8\u65b9\u5f0f\u7684\u672b\u65e5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u58f0\u660e\uff1a\u672c\u6587\u6765\u81ea\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7AI\u65b0\u667a\u80fd\uff08ID\uff1aalpAIworks\uff09\uff0c...<\/p>\n","protected":false},"author":1,"featured_media":831,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19],"tags":[],"class_list":["post-3771","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dongtai"],"_links":{"self":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts\/3771","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/comments?post=3771"}],"version-history":[{"count":0,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/posts\/3771\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/media\/831"}],"wp:attachment":[{"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/media?parent=3771"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/categories?post=3771"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.idea2003.com\/wp-json\/wp\/v2\/tags?post=3771"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}