{"id":20542,"date":"2025-08-05T14:27:02","date_gmt":"2025-08-05T06:27:02","guid":{"rendered":"https:\/\/aicats.wiki\/sites\/20542.html"},"modified":"2025-08-05T14:27:02","modified_gmt":"2025-08-05T06:27:02","slug":"scale-ai","status":"publish","type":"sites","link":"https:\/\/aicats.wiki\/tw\/sites\/20542.html","title":{"rendered":"Scale AI"},"content":{"rendered":"<p><strong>Scale AI<\/strong> \u662f\u4e00\u5bb6\u5168\u7403\u9886\u5148\u7684\u6570\u636e\u6807\u6ce8\u3001<a href=\"https:\/\/aicats.wiki\/tw\/sites\/19192-html\/\" title=\"Cohere\">AI\u8a13\u7df4\u6a21\u578b<\/a>\u548c\u81ea\u52a8\u5316\u89e3\u51b3\u65b9\u6848\u5e73\u53f0\u3002\u901a\u8fc7\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u6807\u6ce8\u3001AI\u8bad\u7ec3\u4e0e\u5fae\u8c03\u3001\u8bc4\u6d4b\u4e0e\u5b89\u5168\u6027\u68c0\u6d4b\u3001\u4f01\u4e1a\u7ea7AI\u5b9a\u5236\u4e0eMLOps\u7b49\u591a\u79cd\u529f\u80fd\uff0cScale AI \u52a9\u529b\u4f01\u4e1a\u63d0\u5347 AI \u7814\u53d1\u6548\u7387\u548c\u6a21\u578b\u53ef\u9760\u6027\u3002\u5176\u670d\u52a1\u5df2\u8986\u76d6 OpenAI\u3001Meta\u3001NVIDIA\u3001\u4ee5\u53ca\u7f8e\u56fd\u56fd\u9632\u90e8\u7b49\u79d1\u6280\u5de8\u5934\uff0c\u6210\u4e3a\u4e86 AI \u6570\u636e\u8d5b\u9053\u4e2d\u7684\u91cd\u8981\u201c\u72ec\u89d2\u517d\u201d\u3002<\/p>\n\n\n\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u201c\u6570\u636e\u662f\u65b0\u77f3\u6cb9\u201d\u5df2\u6210\u4e3a\u884c\u4e1a\u5171\u8bc6\u3002\u5982\u4f55\u9ad8\u6548\u3001\u7cbe\u51c6\u5730\u4e3aAI\u63d0\u4f9b\u201c\u71c3\u6599\u201d\u6570\u636e\uff0c\u662f\u5404\u5927AI\u4f01\u4e1a\u7a81\u7834\u4e0e\u6210\u957f\u7684\u5173\u952e\u3002<strong>Scale AI<\/strong>\u6b63\u662f\u5168\u7403\u9886\u5148\u7684\u6570\u636e\u6807\u6ce8\u3001AI\u8bad\u7ec3\u6a21\u578b\u548c\u81ea\u52a8\u5316AI\u5168\u6d41\u7a0b\u89e3\u51b3\u65b9\u6848\u5e73\u53f0\u4e4b\u4e00\u3002\u672c\u6587\u5c06\u4ee5\u65b0\u95fb\u62a5\u9053\u89c6\u89d2\uff0c\u7ed3\u5408\u6e05\u6670\u7684\u7ed3\u6784\u548c\u4e30\u5bcc\u7684\u8d44\u6599\uff0c\u4e3a\u8bfb\u8005\u5168\u9762\u5256\u6790Scale AI\u7684\u7279\u70b9\u3001\u529f\u80fd\u3001\u5b9a\u4ef7\u3001\u5e94\u7528\u4eba\u7fa4\u4e0e\u884c\u4e1a\u5730\u4f4d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Scale AI\u7b80\u4ecb<\/h2>\n\n\n\n<p>Scale AI\uff08<a href=\"https:\/\/scale.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u7db2\u7ad9<\/a>\uff09\u521b\u7acb\u4e8e2016\u5e74\uff0c\u603b\u90e8\u4f4d\u4e8e\u7f8e\u56fd\u65e7\u91d1\u5c71\u3002\u516c\u53f8\u7531Alexandr Wang\u548cLucy Guo\u8054\u5408\u521b\u529e\uff0c\u81f4\u529b\u4e8e\u4e3aAI\u8bad\u7ec3\u6a21\u578b\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u667a\u80fd\u96f6\u552e\u3001\u56fd\u9632\u7b49\u9886\u57df\u63d0\u4f9b\u4e13\u4e1a\u7684\u6570\u636e\u6807\u6ce8\u548cAI\u751f\u547d\u5468\u671f\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\u3002\u53d1\u5c55\u81f3\u4eca\uff0cScale AI\u4f30\u503c\u5df2\u7a81\u7834138\u4ebf\u7f8e\u5143\uff0c\u6210\u4e3aAI\u6570\u636e\u8d5b\u9053\u7684\u201c\u72ec\u89d2\u517d\u201d\u3002\u5176\u670d\u52a1\u5bf9\u8c61\u5305\u62ecOpenAI\u3001Meta\u3001NVIDIA\u3001\u7f8e\u56fd\u56fd\u9632\u90e8\u7b49\u5168\u7403\u79d1\u6280\u5de8\u5934\u53ca\u653f\u5e9c\u673a\u6784\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-93.jpg\" alt=\"Scale AI\" class=\"wp-image-21433\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/scale.com\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Scale AI<\/a><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Scale AI\u7684\u4e3b\u8981\u529f\u80fd<\/h2>\n\n\n\n<p>\u4f5c\u4e3a\u4e00\u5bb6\u8d4b\u80fdAI\u8bad\u7ec3\u6a21\u578b\u7684\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u4f01\u4e1a\uff0cScale AI\u63d0\u4f9b\u591a\u79cd\u6838\u5fc3\u529f\u80fd\uff0c\u52a9\u529b\u4f01\u4e1a\u3001\u9ad8\u6821\u548c\u673a\u6784\u5168\u9762\u63d0\u5347AI\u7814\u53d1\u6548\u7387\u548c\u6a21\u578b\u53ef\u9760\u6027\u3002<strong>\u4e3b\u8981\u529f\u80fd\u5305\u62ec\uff1a<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u9ad8\u8d28\u91cf\u7684\u6570\u636e\u6807\u6ce8(Data Labeling)<\/h3>\n\n\n\n<p>\u4e3a\u56fe\u7247\u3001\u6587\u672c\u3001\u8bed\u97f3\u3001\u89c6\u9891\u7b49\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\u8fdb\u884c<strong>2D\/3D\u6807\u6ce8\u3001\u4efb\u52a1\u5206\u7c7b\u3001\u7269\u4f53\u68c0\u6d4b\u4e0e\u8bc6\u522b<\/strong>\uff0c\u5168\u9762\u9002\u914d\u81ea\u52a8\u9a7e\u9a76\u3001\u533b\u7597\u3001\u96f6\u552e\u7b49\u884c\u4e1a\u9700\u6c42\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u52a8\u9a7e\u9a76\u6570\u636e\u6807\u6ce8<\/strong>\uff08\u652f\u6301L2-L5\u81ea\u52a8\u9a7e\u9a76\u7ea7\u522b\uff09<\/li>\n\n\n\n<li><strong>\u56fe\u50cf\/\u89c6\u9891\u5bf9\u8c61\u8ffd\u8e2a\u4e0e\u5206\u5272<\/strong><\/li>\n\n\n\n<li><strong>\u6587\u672c\u60c5\u611f\u5206\u6790\u4e0eNLP\u6570\u636e\u6807\u6ce8<\/strong><\/li>\n\n\n\n<li><strong>\u97f3\u9891\u8f6c\u5f55\u548c\u610f\u56fe\u8bc6\u522b\u7b49<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. AI\u8bad\u7ec3\u6a21\u578b\u4e0e\u5fae\u8c03<\/h3>\n\n\n\n<p>\u901a\u8fc7\u5927\u89c4\u6a21\u4eba\u7c7b\u53cd\u9988\uff08RLHF\uff09\u3001\u751f\u6210\u6570\u636e\u8865\u5168\u3001\u9ad8\u7ea7\u6570\u636e\u5206\u5c42\u7ba1\u7406\uff0c\u63d0\u5347AI\u6a21\u578b\u7684\u7406\u89e3\u4e0e\u5e94\u7528\u80fd\u529b\u3002\u5e73\u53f0\u53ef\u652f\u6301\u4e3b\u6d41\u5f00\u6e90\u3001\u95ed\u6e90\u5927\u6a21\u578b\uff08\u5982OpenAI\u3001Llama3\u3001Meta\u3001Anthropic\u7b49\uff09\u7684<strong>\u5fae\u8c03\u4e0e\u5b9a\u5236<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-93.png\" alt=\"\u529f\u80fd\u4ecb\u7d39\" class=\"wp-image-21438\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u529f\u80fd\u4ecb\u7d39<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u8bc4\u6d4b\u4e0e\u5b89\u5168\u6027\u68c0\u6d4b\uff08Evaluation &amp; Safety\uff09<\/h3>\n\n\n\n<p>\u4e0a\u7ebf\u4e86\u4e13\u4e1a\u7684AI\u6a21\u578b\u8bc4\u4f30\u5e73\u53f0\uff08\u5982<a href=\"https:\/\/scale.com\/leaderboard\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >SEAL Leaderboard<\/a>\uff09\uff0c\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u548c\u591a\u6a21\u6001\u6a21\u578b\u8fdb\u884c<strong>\u5b89\u5168\u6027\u3001\u9c81\u68d2\u6027\u548c\u5bf9\u6297\u80fd\u529b\u6d4b\u8bd5<\/strong>\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. AI\u6570\u636e\u5f15\u64ce\uff08Scale Data Engine\uff09<\/h3>\n\n\n\n<p>\u4f01\u4e1a\u548c\u5f00\u53d1\u8005\u53ef\u901a\u8fc7<a href=\"https:\/\/scale.com\/data-engine\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u6570\u636e\u5f15\u64ce<\/a>\u8f7b\u677e\u4e0a\u4f20\u3001\u7ba1\u7406\u3001\u5206\u53d1\u3001\u6807\u6ce8\u548c\u8d28\u68c0\u6d77\u91cf\u6570\u636e\uff0c\u652f\u6301\u7aef\u5230\u7aef\u7684AI\u6570\u636e\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\u7ba1\u7406\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u4f01\u4e1a\u7ea7AI\u5b9a\u5236\u4e0eMLOps<\/h3>\n\n\n\n<p>\u63d0\u4f9b\u4ece\u6570\u636e\u6536\u96c6\u3001\u81ea\u52a8\u6807\u6ce8\u3001\u6a21\u578b\u5f00\u53d1\u5230\u4e0a\u7ebf\u8fd0\u7ef4\u7684\u5168\u6808\u670d\u52a1\uff0c\u96c6\u6210\u5148\u8fdb\u7684AIOps\u4e0eMLOps\u80fd\u529b\uff0c\u663e\u8457\u52a0\u5feb\u4f01\u4e1aAI\u843d\u5730\u901f\u5ea6\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e3b\u8981\u4ea7\u54c1\u4e00\u89c8\u8868<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u4e3b\u8981\u4ea7\u54c1<\/th><th>\u529f\u80fd\u4e0e\u5b9a\u4f4d<\/th><th>\u9069\u7528\u9818\u57df<\/th><\/tr><\/thead><tbody><tr><td>Scale Data Engine<\/td><td>\u6570\u636e\u6807\u6ce8\u3001\u7ba1\u7406\u3001\u91c7\u96c6\u4e00\u7ad9\u5f0f\u5e73\u53f0<\/td><td>\u901a\u7528\u884c\u4e1a<\/td><\/tr><tr><td>Scale GenAI<\/td><td>\u751f\u6210\u5f0f\u5927\u6a21\u578b\u5b9a\u5236\uff08SFT\/RLHF\/\u5fae\u8c03\uff09<\/td><td>NLP\u3001\u56fe\u50cf<\/td><\/tr><tr><td>Donovan<\/td><td>\u516c\u5171\u5b89\u5168\u4e0e\u56fd\u9632AI\u667a\u80fd\u8c03\u5ea6<\/td><td>\u56fd\u9632\u3001\u516c\u5171\u5b89\u5168<\/td><\/tr><tr><td>Nucleus<\/td><td>\u6570\u636e\u7ba1\u7406\u4e0e\u7248\u672c\u8fed\u4ee3\u3001\u6a21\u578b\u8c03\u8bd5\u4e0e\u4fa6\u9519<\/td><td>AI\u7814\u53d1<\/td><\/tr><tr><td>Evaluation Suite<\/td><td>LLM\u548cAI\u6a21\u578b\u591a\u7ef4\u8bc4\u4f30\u3001\u7ea2\u961f\u653b\u51fb\u3001\u5b89\u5168\u5ba1\u67e5<\/td><td>AI\u516c\u53f8\/\u5b9e\u9a8c\u5ba4<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6709\u5173\u5404\u4ea7\u54c1\u8be6\u7ec6\u4fe1\u606f\u53ef\u53c2\u8003Scale AI\u5b98\u65b9<a href=\"https:\/\/scale.com\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u4ea7\u54c1\u4ecb\u7ecd\u9875\u9762<\/a>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-95.png\" alt=\"SEAL Leaderboard\" class=\"wp-image-21442\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/scale.com\/leaderboard\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >SEAL Leaderboard<\/a><\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Scale AI\u7684\u4ef7\u683c &amp; \u65b9\u6848<\/h2>\n\n\n\n<p>Scale AI\u91c7\u7528<strong>\u7075\u6d3b\u7684\u6309\u91cf\u4ed8\u8d39\u4e0e\u4f01\u4e1a\u5b9a\u5236\u670d\u52a1\u7ec4\u5408<\/strong>\uff0c\u4ee5\u6ee1\u8db3\u4e0d\u540c\u5ba2\u6237\u7684\u6570\u636e\u9700\u6c42\u548c\u9884\u7b97\u9650\u5236\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Consumption-based\uff08\u6d88\u8017\u578b\uff09<\/strong>\uff1a\u6309\u9879\u76ee\u6570\u636e\u91cf\u8ba1\u4ef7\uff0c\u5305\u542b\u57fa\u7840\u8d39+\u5355\u6761\u6570\u636e\u6807\u6ce8\u5355\u4ef7\u3002\u9002\u5408\u4e2d\u5c0f\u578b\u56e2\u961f\u548c\u9879\u76ee\u3002<\/li>\n\n\n\n<li><strong>Enterprise\uff08\u4f01\u4e1a\u7ea7\uff09<\/strong>\uff1a\u6839\u636e\u6570\u636e\u91cf\u548c\u670d\u52a1\u5185\u5bb9\u5b9a\u5236\u62a5\u4ef7\uff0c\u914d\u5957\u4e13\u5c5e\u5f00\u53d1\u3001\u8d28\u91cf\u63a7\u5236\u548c\u6570\u636e\u7ba1\u7406\u3002\u9488\u5bf9\u5927\u4f01\u4e1a\u3001\u653f\u5e9c\u3001\u7814\u53d1\u673a\u6784\u3002<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u5177\u4f53\u5b9a\u4ef7\u89c6\u6570\u636e\u7c7b\u578b\u3001\u89c4\u6a21\u3001\u670d\u52a1\u6c34\u5e73\u800c\u53d8\uff0c\u53ef\u901a\u8fc7<a href=\"https:\/\/scale.com\/contact-us\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Scale AI\u5b98\u7f51<\/a>\u7533\u8bf7\u6f14\u793a\u4e0e\u62a5\u4ef7\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">\u65b9\u6848\u5bf9\u6bd4\u8868<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u65b9\u6848\u985e\u578b<\/th><th>\u7269\u4ef6\u5c0e\u5411<\/th><th>\u6536\u8cbb\u6a21\u5f0f<\/th><th>\u670d\u52d9\u5167\u5bb9<\/th><\/tr><\/thead><tbody><tr><td>\u6d88\u8017\u578b<\/td><td>\u521d\u521b\/\u7814\u53d1\u56e2\u961f<\/td><td>\u6309\u91cf\u6309\u9700<\/td><td>\u57fa\u7840\u6807\u6ce8\u3001\u6570\u636e\u62bd\u6837\u3001\u62a5\u544a<\/td><\/tr><tr><td>\u4f01\u696d\u5ba2\u88fd<\/td><td>\u5927\u578b\u4f01\u4e1a\/\u653f\u5e9c<\/td><td>\u9879\u76ee\u5b9a\u4ef7\u6216\u957f\u671f\u5408\u7ea6<\/td><td>\u5b9a\u5236\u6807\u6ce8\u3001\u5168\u6d41\u7a0b\u7ba1\u7406\u3001\u4e13\u5c5e\u652f\u6301<\/td><\/tr><tr><td>API\u65b9\u6848<\/td><td>\u958b\u767c\u8005<\/td><td>API\u8c03\u7528\u6b21\u6570\u6536\u53d6<\/td><td>API\u8c03\u7528\u6807\u6ce8\u3001\u81ea\u52a8\u4f18\u5316\u3001\u96c6\u6210\u6587\u6863<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u66f4\u591a\u8be6\u7ec6\u65b9\u6848\u5185\u5bb9\uff0c\u53ef\u8bbf\u95ee<a href=\"https:\/\/scale.com\/contact-us\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Scale AI\u4ef7\u683c\u9875<\/a>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-96.png\" alt=\"\u806f\u7e6b\u5b98\u65b9\" class=\"wp-image-21445\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f\u8054\u7cfb\u5b98\u65b9<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u4f7f\u7528Scale AI<\/h2>\n\n\n\n<p>Scale AI\u4e3a\u5f00\u53d1\u8005\u3001\u4f01\u4e1a\u548c\u7814\u7a76\u673a\u6784\u63d0\u4f9b\u4e86\u6781\u4e3a\u4fbf\u6377\u7684\u4e0a\u624b\u8def\u5f84\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u5b98\u65b9\u5e73\u53f0\u6ce8\u518c<\/h3>\n\n\n\n<p>\u8a2a\u554f<a href=\"https:\/\/scale.com\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Scale AI\u5b98\u7f51\u6ce8\u518c<\/a>\uff0c\u521b\u5efa\u516c\u53f8\/\u56e2\u961f\u8d26\u6237\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u9879\u76ee\u521d\u59cb\u5316<\/h3>\n\n\n\n<p>\u5728<a href=\"https:\/\/scale.com\/data-engine\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u6570\u636e\u5f15\u64ce\u9875\u9762<\/a>\u4e0a\u4f20\u6570\u636e\u6216\u901a\u8fc7API\u5bf9\u63a5\uff0c\u5e76\u9009\u62e9\u5bf9\u5e94\u7684\u6807\u6ce8\u7c7b\u578b\u4e0e\u4efb\u52a1\u63cf\u8ff0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u6570\u636e\u5904\u7406\u4e0e\u8d28\u68c0<\/h3>\n\n\n\n<p>\u5e73\u53f0\u81ea\u52a8\u5206\u914d\u6216\u4eba\u5de5\u53c2\u4e0e\u6807\u6ce8\u4efb\u52a1\uff0c\u53ef\u5b9e\u65f6\u76d1\u63a7\u8fdb\u5ea6\uff0c\u901a\u8fc7Nucleus\u7b49\u5de5\u5177\u8fdb\u884c\u6807\u6ce8\u8d28\u91cf\u5ba1\u6838\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u6a21\u578b\u5fae\u8c03\u4e0e\u81ea\u52a8\u8bad\u7ec3<\/h3>\n\n\n\n<p>\u5c06\u6807\u6ce8\u6570\u636e\u76f4\u63a5\u5bf9\u63a5\u751f\u6210AI\u8bad\u7ec3\u4efb\u52a1\uff0c\u6216\u4f7f\u7528GenAI\u5e73\u53f0\u4e0a\u4f20\u5b9a\u5236\u4f8b\u5b50\uff0c\u5b9e\u73b0\u4e2a\u6027\u5316AI\u6a21\u578b\u5fae\u8c03\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. \u8bc4\u4f30\u4e0e\u5b89\u5168\u6027\u5206\u6790<\/h3>\n\n\n\n<p>\u901a\u8fc7Evaluation\u5de5\u5177\u6216<a href=\"https:\/\/scale.com\/leaderboard\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >SEAL Leaderboard<\/a>\u5b8c\u6210\u6a21\u578b\u6d4b\u8bd5\u4e0eBenchmark\u5bf9\u6bd4\uff0c\u83b7\u5f97\u4e13\u4e1a\u8bc4\u4f30\u62a5\u544a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6. \u96c6\u6210\u4e0e\u90e8\u7f72<\/h3>\n\n\n\n<p>\u53ef\u5c06\u6a21\u578b\u90e8\u7f72\u5230\u4f01\u4e1a\u6d41\u7a0b\u3001\u4ea7\u54c1\u6216APP\uff0c\u4e5f\u53ef\u5bfc\u5165\u5230\u7b2c\u4e09\u65b9\u4e91\/\u8fb9\u7f18\u73af\u5883\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-97.jpg\" alt=\"Scale AI\u5b98\u7f51\u6ce8\u518c\" class=\"wp-image-21446\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/scale.com\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Scale AI\u5b98\u7f51\u6ce8\u518c<\/a><\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u4f7f\u7528\u6d41\u7a0b\u7c21\u8868<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u6b65\u9a5f<\/th><th>\u8aaa\u660e<\/th><th>\u6240\u9700\u65f6\u95f4\uff08\u53c2\u8003\uff09<\/th><\/tr><\/thead><tbody><tr><td>\u8a3b\u518a\u767b\u5165<\/td><td>\u521b\u5efa\u8d26\u6237\u3001\u90ae\u7bb1\u9a8c\u8bc1<\/td><td>5\u5206\u9418<\/td><\/tr><tr><td>\u6578\u64da\u4e0a\u50b3<\/td><td>\u5bfc\u5165\u539f\u59cb\u6570\u636e\u3001\u6dfb\u52a0\u4efb\u52a1\u8bf4\u660e<\/td><td>10\u5206\u949f-1\u5c0f\u65f6<\/td><\/tr><tr><td>\u6807\u6ce8\u6267\u884c<\/td><td>\u5e73\u53f0\u81ea\u52a8\/\u4eba\u5de5\u5206\u914d\u6807\u6ce8\u4efb\u52a1<\/td><td>\u89c6\u6570\u636e\u91cf\u4e0e\u590d\u6742\u5ea6\u800c\u5b9a<\/td><\/tr><tr><td>\u8d28\u68c0\u5ba1\u6838<\/td><td>\u4eba\u5de5or\u81ea\u52a8\u8d28\u68c0\u3001\u4fee\u6b63<\/td><td>\u5b9e\u65f6\u6216\u6279\u91cf\u5ba1\u6838<\/td><\/tr><tr><td>\u6a21\u578b\u8a13\u7df4<\/td><td>API\/\u5de5\u5177\u94fe\u5bfc\u5165\u6570\u636e\uff0c\u6267\u884c\u8bad\u7ec3<\/td><td>\u5c0f\u65f6-\u6570\u5929\u4e0d\u7b49<\/td><\/tr><tr><td>\u8bc4\u4f30\u96c6\u6210<\/td><td>\u8bc4\u6d4b\u8f93\u51fa\u62a5\u544a\u3001\u96c6\u6210API\u3001\u90e8\u7f72\u4e0a\u7ebf<\/td><td>1\u5c0f\u65f6-\u6570\u65e5\u5185<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u9700\u8be6\u7ec6\u4e86\u89e3\u64cd\u4f5c\uff0c\u53ef\u67e5\u9605<a href=\"https:\/\/scale.com\/docs\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b98\u65b9\u6587\u6a94<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Scale AI\u7684\u9002\u7528\u4eba\u7fa4<\/h2>\n\n\n\n<p>Scale AI\u5b9a\u4f4d\u4e8e\u201cAI\u7cfb\u7edf\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u201d\uff0c\u670d\u52a1\u5bf9\u8c61\u8986\u76d6AI\u8d5b\u9053\u6700\u6838\u5fc3\u4f01\u4e1a\u7fa4\u4f53\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u52a8\u9a7e\u9a76\/\u673a\u5668\u4eba\u9886\u57df\u7814\u53d1\u4f01\u4e1a<\/strong>\uff08\u5982Waymo\u3001Cruise\u3001\u4e30\u7530\u2026\uff09<\/li>\n\n\n\n<li><strong>\u751f\u6210\u5f0f\u5927\u6a21\u578b\u516c\u53f8\u4e0eAI\u5b9e\u9a8c\u5ba4<\/strong>\uff08OpenAI\u3001Meta\u3001Anthropic\u7b49\uff09<\/li>\n\n\n\n<li><strong>\u91d1\u878d\u3001\u96f6\u552e\u3001\u7535\u5546\u7b49\u6570\u5b57\u5316\u8f6c\u578b\u4f01\u4e1a<\/strong><\/li>\n\n\n\n<li><strong>\u533b\u7597\u5065\u5eb7\u6570\u636e\u516c\u53f8\u3001\u5b89\u9632\u4e0e\u4ea4\u901a\u4e3b\u7ba1\u90e8\u95e8<\/strong><\/li>\n\n\n\n<li><strong>\u653f\u5e9c\u53ca\u56fd\u9632\u673a\u6784<\/strong><\/li>\n\n\n\n<li><strong>AI\u521b\u4e1a\u516c\u53f8\u3001\u9ad8\u6821\u7814\u7a76\u56e2\u961f<\/strong><\/li>\n\n\n\n<li><strong>\u9700\u8981\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6837\u672c\u548cAI\u5fae\u8c03\u652f\u6301\u7684\u4f01\u4e1a\u53ca\u56e2\u961f<\/strong><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u884c\u4e1a\u5730\u4f4d\u3001\u5408\u4f5c\u6848\u4f8b\u4e0e\u53d1\u5c55\u8d8b\u52bf<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u884c\u4e1a\u5730\u4f4d<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u72ec\u89d2\u517d\u5730\u4f4d<\/strong>\uff1aScale AI\u4f30\u503c\u8d85138\u4ebf\u7f8e\u5143\uff0c\u662fAI\u6570\u636e\u57fa\u7840\u670d\u52a1\u4e2d\u7684\u9886\u519b\u4f01\u4e1a\u3002<\/li>\n\n\n\n<li><strong>\u5ba2\u6237\u8986\u76d6\u5e7f<\/strong>\uff1a\u6db5\u76d6OpenAI\u3001Meta\u3001NVIDIA\u3001Toyota\u3001\u7f8e\u56fd\u56fd\u9632\u90e8\u7b49AI\u4ea7\u4e1a\u5173\u952e\u73af\u8282\u4e0a\u4e0b\u6e38\u5de8\u5934\u3002<\/li>\n\n\n\n<li><strong>\u884c\u4e1a\u6807\u51c6\u5236\u5b9a\u8005<\/strong>\uff1a\u5982SEAL Leaderboard\u5df2\u6210\u4e3a\u5927\u6a21\u578b\u8bc4\u6d4b\u548c\u7ea2\u961f\u653b\u9632\u7684\u91cd\u8981\u6743\u5a01\u5e73\u53f0\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5408\u4f5c\u4e0e\u5b9e\u9645\u6848\u4f8b<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5ba2\u6237\/\u4f19\u4f34<\/th><th>\u5408\u4f5c\u5185\u5bb9<\/th><th>\u884c\u4e1a\/\u9886\u57df<\/th><\/tr><\/thead><tbody><tr><td>OpenAI<\/td><td>GPT-3\/GPT-4 RLHF\u6807\u6ce8\u4e0e\u5fae\u8c03<\/td><td>\u5927\u6a21\u578b\u8a13\u7df4<\/td><\/tr><tr><td>Meta<\/td><td>Llama 3\u6a21\u578b\u4f01\u4e1a\u7ea7\u5b9a\u5236\u5408\u4f5c<\/td><td>NLP\u5f00\u6e90\u6a21\u578b<\/td><\/tr><tr><td>Anthropic<\/td><td>Claude\u4eba\u7c7b\u53cd\u9988\u6807\u6ce8\u4e0e\u4f01\u4e1a\u90e8\u7f72<\/td><td>\u751f\u6210\u5f0fAI<\/td><\/tr><tr><td>Toyota<\/td><td>\u81ea\u52a8\u9a7e\u9a76\u6570\u636e\u6807\u6ce8\u4e0e\u573a\u666f\u8bc6\u522b<\/td><td>\u6c7d\u8f66\u81ea\u52a8\u9a7e\u9a76<\/td><\/tr><tr><td>\u7f8e\u56fd\u56fd\u9632\u90e8<\/td><td>\u519b\u4e8b\u3001\u5b89\u9632\u3001\u536b\u661f\u9065\u611f\u667a\u80fd\u6807\u6ce8<\/td><td>\u56fd\u9632\u56fd\u5b89<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-97.png\" alt=\"\u5ba2\u6237\u6848\u4f8b\u9875\" class=\"wp-image-21449\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/scale.com\/customers\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5ba2\u6237\u6848\u4f8b\u9875<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u66f4\u591a\u6848\u4f8b\u8be6\u60c5\u89c1<a href=\"https:\/\/scale.com\/customers\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5ba2\u6237\u6848\u4f8b\u9875<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u767c\u5c55\u8da8\u52e2<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u8d28\u91cf\u4e0e\u5b89\u5168\u6108\u53d1\u5173\u952e<\/strong>\uff0cScale AI\u6b63\u4e0d\u65ad\u5b8c\u5584AI\u8bc4\u6d4b\u5de5\u5177\u94fe\u4e0e\u6570\u636e\u5b89\u5168\u5408\u89c4\u673a\u5236\u3002<\/li>\n\n\n\n<li><strong>AI\u5e94\u7528\u5168\u9762\u6e17\u900f<\/strong>\uff0c\u5bf9NLP\u3001\u591a\u6a21\u6001\u8bad\u7ec3\u3001\u81ea\u52a8\u9a7e\u9a76\u7b49\u677f\u5757\u6301\u7eed\u52a0\u7801\u3002<\/li>\n\n\n\n<li><strong>\u56fd\u9645\u5316\u63a8\u8fdb<\/strong>\uff0c\u5df2\u5728\u6b27\u6d32\u7b49\u5730\u8bbe\u7acb\u5206\u652f\uff0c\u670d\u52a1\u8986\u76d6\u5168\u7403\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Scale AI\u4e0e\u5176\u4ed6AI\u6570\u636e\u6807\u6ce8\u5e73\u53f0\u6709\u4f55\u6838\u5fc3\u5dee\u5f02\uff1f<\/h3>\n\n\n\n<p><strong>Scale AI\u4e0d\u4ec5\u4ec5\u662f\u6570\u636e\u6807\u6ce8\u516c\u53f8\uff0c\u66f4\u662f\u96c6\u6210\u4e86\u6570\u636e\u91c7\u96c6\u3001AI\u6807\u6ce8\u3001\u8d28\u91cf\u63a7\u5236\u3001\u6a21\u578b\u8bc4\u4f30\u3001\u5b89\u5168\u5408\u89c4\u53caAI\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\u4e8e\u4e00\u4f53\u7684\u57fa\u7840\u8bbe\u65bd\u5e73\u53f0\u3002<\/strong>\u5176\u81ea\u52a8\u5316\u7ba1\u7406\u548c\u5e73\u53f0\u5316\u7684\u6570\u636e\u5f15\u64ce\uff0c\u53e0\u52a0\u5f3a\u6709\u529b\u7684\u4eba\u7c7b\u53cd\u9988\u673a\u5236\uff08RLHF\uff09\uff0c\u5927\u5e45\u9886\u5148\u4e8e\u4ec5\u63d0\u4f9b\u5916\u5305\u5f0f\u6807\u6ce8\u7684\u7ade\u4e89\u5bf9\u624b\u3002<\/p>\n\n\n\n<p>\u53c3\u8003\uff1a<a href=\"https:\/\/scale.com\/about\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5173\u4e8e\u5b98\u65b9\u5bf9\u6bd4\u89e3\u7b54<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u5982\u4f55\u4fdd\u8bc1\u6807\u6ce8\u6570\u636e\u7684\u4fdd\u5bc6\u6027\u4e0e\u6cd5\u5f8b\u5408\u89c4\uff1f<\/h3>\n\n\n\n<p><strong>Scale AI\u9075\u5faaGDPR\u3001SOC 2\u7b49\u56fd\u9645\u5b89\u5168\u5408\u89c4\u6807\u51c6<\/strong>\uff0c\u5e76\u4e0e\u5ba2\u6237\u7b7e\u7f72\u6570\u636e\u4fdd\u5bc6\u534f\u8bae\u3002\u5e73\u53f0\u91c7\u7528\u5206\u5e03\u5f0f\u6743\u9650\u7ba1\u7406\u3001\u6570\u636e\u52a0\u5bc6\u5b58\u50a8\u548c\u8bbf\u95ee\u5ba1\u8ba1\uff0c\u4fdd\u969c\u654f\u611f\u4fe1\u606f\u548c\u884c\u4e1a\u673a\u5bc6\u6570\u636e\u5b89\u5168\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1592\" height=\"914\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/08\/image-98.png\" alt=\"\u5b89\u5168\u5408\u89c4\u58f0\u660e\" class=\"wp-image-21450\"\/><figcaption class=\"wp-element-caption\">\u5716\uff0f<a href=\"https:\/\/scale.com\/security\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b89\u5168\u5408\u89c4\u58f0\u660e<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u8a73\u898b<a href=\"https:\/\/scale.com\/security\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >\u5b89\u5168\u5408\u89c4\u58f0\u660e<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u5982\u679c\u4f01\u4e1a\u7684AI\u8bad\u7ec3\u6a21\u578b\u9700\u6c42\u53d8\u5316\uff0c\u80fd\u5426\u7075\u6d3b\u8c03\u6574\u670d\u52a1\u5185\u5bb9\uff1f<\/h3>\n\n\n\n<p>\u5f53\u7136\u3002<strong>Scale 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