{"id":15942,"date":"2024-12-19T10:43:14","date_gmt":"2024-12-19T02:43:14","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=15942"},"modified":"2024-12-19T10:44:54","modified_gmt":"2024-12-19T02:44:54","slug":"duoweilaizianthropi","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/duoweilaizianthropi\/","title":{"rendered":"\u591a\u4e3a\u6765\u81eaAnthropic\u7684\u4e13\u5bb6\u5173\u4e8ePrompt Engineering\u7684\u8ba8\u8bba"},"content":{"rendered":"<div id=\"attachment_15943\" style=\"width: 960px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-15943\" class=\"wp-image-15943\" title=\"\u591a\u4e3a\u6765\u81eaAnthropic\u7684\u4e13\u5bb6\u5173\u4e8ePrompt Engineering\u7684\u8ba8\u8bba-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/db3f707259a72cc.jpg\" alt=\"\u591a\u4e3a\u6765\u81eaAnthropic\u7684\u4e13\u5bb6\u5173\u4e8ePrompt Engineering\u7684\u8ba8\u8bba-1\" width=\"950\" height=\"528\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/db3f707259a72cc.jpg 1223w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/db3f707259a72cc-300x167.jpg 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/db3f707259a72cc-1024x569.jpg 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/db3f707259a72cc-768x427.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/12\/db3f707259a72cc-18x10.jpg 18w\" sizes=\"auto, (max-width: 950px) 100vw, 950px\" \/><p id=\"caption-attachment-15943\" class=\"wp-caption-text\">\u8fc4\u4eca\u4e3a\u6b62\u770b\u5230\u7684\u5173\u4e8ePrompt Engineering\u6700\u4f73\u7684\u8ba8\u8bba\u64ad\u5ba2\u5185\u5bb9\u3002<\/p><\/div>\n<h1>AI\u603b\u7ed3<\/h1>\n<h2>\u6982\u8ff0<\/h2>\n<p><strong>AI \u63d0\u793a\u5de5\u7a0b<\/strong>\u00a0\u7684\u6df1\u5165\u63a2\u8ba8\uff0c\u901a\u8fc7\u4e00\u4e2a\u5706\u684c\u4f1a\u8bae\u7684\u5f62\u5f0f\uff0c\u591a\u4f4d\u6765\u81ea <a href=\"https:\/\/www.kdjingpai.com\/pt\/claudeanquanfubai\/\">Anthropic<\/a> \u7684\u4e13\u5bb6\u4ece\u7814\u7a76\u3001\u6d88\u8d39\u548c\u4f01\u4e1a\u7b49\u4e0d\u540c\u89d2\u5ea6\u5206\u4eab\u4e86\u4ed6\u4eec\u5bf9\u63d0\u793a\u5de5\u7a0b\u7684\u7406\u89e3\u548c\u5b9e\u8df5\u7ecf\u9a8c\u3002<\/p>\n<p>\u6587\u7ae0\u8be6\u7ec6\u9610\u8ff0\u4e86\u63d0\u793a\u5de5\u7a0b\u7684\u5b9a\u4e49\u3001\u91cd\u8981\u6027\u3001\u4ee5\u53ca\u5982\u4f55\u6210\u4e3a\u4e00\u540d\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u3002<\/p>\n<p><strong>\u6838\u5fc3\u89c2\u70b9\u8ba4\u4e3a\uff0c\u63d0\u793a\u5de5\u7a0b\u4e0d\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u6587\u5b57\u8f93\u5165\uff0c\u800c\u662f\u4e00\u4e2a\u9700\u8981\u4e0d\u65ad\u8fed\u4ee3\u3001\u5b9e\u9a8c\u3001\u5e76\u6df1\u5165\u7406\u89e3\u6a21\u578b\u5fc3\u7406\u7684\u8fc7\u7a0b<\/strong>\u3002<\/p>\n<p>\u5b83\u6d89\u53ca\u5230\u5982\u4f55\u6709\u6548\u5730\u4e0e AI \u6a21\u578b\u6c9f\u901a\uff0c\u5e76\u5c06\u5176\u6574\u5408\u5230\u66f4\u5927\u7684\u7cfb\u7edf\u4e2d\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u8fd8\u63a2\u8ba8\u4e86\u63d0\u793a\u5de5\u7a0b\u4e0e\u7f16\u7a0b\u7684\u76f8\u4f3c\u4e4b\u5904\uff0c\u4ee5\u53ca\u5728\u4e0d\u540c\u5e94\u7528\u573a\u666f\u4e0b\uff08\u5982\u7814\u7a76\u3001\u4f01\u4e1a\u548c\u65e5\u5e38\u5bf9\u8bdd\uff09\u7684\u4e0d\u540c\u4fa7\u91cd\u70b9\u3002<\/p>\n<p>\u5f3a\u8c03\u4e86\u00a0<strong>\u6e05\u6670\u6c9f\u901a\u3001\u8fed\u4ee3\u80fd\u529b\u548c\u5bf9\u6a21\u578b\u8f93\u51fa\u7684\u7ec6\u81f4\u89c2\u5bdf<\/strong>\u00a0\u662f\u63d0\u793a\u5de5\u7a0b\u7684\u5173\u952e\u3002<\/p>\n<p>\u4e13\u5bb6\u4eec\u8fd8\u8ba8\u8bba\u4e86\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u9047\u5230\u7684\u5404\u79cd\u6311\u6218\uff0c\u5e76\u5206\u4eab\u4e86\u5b9d\u8d35\u7684\u7ecf\u9a8c\u548c\u6280\u5de7\uff0c\u4f8b\u5982\u5982\u4f55\u5904\u7406\u8fb9\u7f18\u60c5\u51b5\u3001\u5982\u4f55\u5229\u7528\u6a21\u578b\u81ea\u8eab\u7684\u53cd\u9988\u6765\u6539\u8fdb\u63d0\u793a\uff0c\u4ee5\u53ca\u5982\u4f55\u533a\u5206\u4e0d\u540c\u7c7b\u578b\u6a21\u578b\u4e4b\u95f4\u7684\u5dee\u5f02\u3002<\/p>\n<p>\u603b\u800c\u8a00\u4e4b\uff0c<strong>\u672c\u6587\u4e3a\u8bfb\u8005\u63d0\u4f9b\u4e86\u5168\u9762\u800c\u6df1\u523b\u7684\u63d0\u793a\u5de5\u7a0b\u6307\u5bfc\uff0c\u5e76\u5bf9\u672a\u6765\u7684\u53d1\u5c55\u65b9\u5411\u8fdb\u884c\u4e86\u5c55\u671b<\/strong>\u3002<\/p>\n<h2><strong>\u5173\u952e\u8981\u70b9<\/strong><\/h2>\n<ul>\n<li>\u63d0\u793a\u5de5\u7a0b\u662f\u4e00\u79cd\u901a\u8fc7\u4e0e\u6a21\u578b\u6e05\u6670\u6c9f\u901a\uff0c\u5e76\u4e0d\u65ad\u8fed\u4ee3\u6765\u53d1\u6325\u6a21\u578b\u6700\u5927\u6f5c\u80fd\u7684\u8fc7\u7a0b\u3002<\/li>\n<li><strong>\u5de5\u7a0b\u7684\u6838\u5fc3\u5728\u4e8e\u5b9e\u9a8c\u548c\u8bd5\u9519\uff0c\u80fd\u591f\u56de\u6eaf\u548c\u4ece\u5934\u5f00\u59cb\u5c1d\u8bd5\u4e0d\u540c\u7684\u65b9\u6cd5\u3002<\/strong><\/li>\n<li>\u63d0\u793a\u4e0d\u53ea\u662f\u6587\u5b57\uff0c\u800c\u662f\u6574\u5408\u5230\u6574\u4e2a\u7cfb\u7edf\u4e2d\u7684\u4e00\u79cd\u7f16\u7a0b\u65b9\u5f0f\uff0c\u9700\u8981\u8003\u8651\u6570\u636e\u6765\u6e90\u3001\u5ef6\u8fdf\u548c\u7cfb\u7edf\u8bbe\u8ba1\u3002<\/li>\n<li>\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981\u5177\u5907\u6e05\u6670\u7684\u6c9f\u901a\u80fd\u529b\u3001\u8fed\u4ee3\u80fd\u529b\uff0c\u4ee5\u53ca\u5bf9\u6a21\u578b\u8f93\u51fa\u7684\u6df1\u5165\u5206\u6790\u80fd\u529b\u3002<\/li>\n<li>\u5bf9\u6a21\u578b\u201c\u5fc3\u667a\u201d\u7684\u7406\u89e3\u81f3\u5173\u91cd\u8981\uff0c\u9700\u8981\u8003\u8651\u5230\u6a21\u578b\u5982\u4f55\u89e3\u8bfb\u6307\u4ee4\u3002<\/li>\n<\/ul>\n<h2><strong>\u521b\u65b0\u89c1\u89e3<\/strong><\/h2>\n<ul>\n<li>\u5c06\u4e66\u9762\u6587\u5b57\u89c6\u4e3a\u4ee3\u7801\uff0c\u8ba4\u4e3a\u5199\u4e00\u7bc7\u597d\u7684\u6587\u7ae0\u548c\u5199\u4ee3\u7801\u4e00\u6837\u91cd\u8981\u3002<\/li>\n<li>\u5f3a\u8c03\u9605\u8bfb\u6a21\u578b\u8f93\u51fa\u7684\u91cd\u8981\u6027\uff0c\u7c7b\u4f3c\u4e8e\u673a\u5668\u5b66\u4e60\u4e2d\u201c\u67e5\u770b\u6570\u636e\u201d\u3002<\/li>\n<li><strong>\u63d0\u51fa\u4f7f\u7528\u6a21\u578b\u6765\u5e2e\u52a9\u4f18\u5316\u63d0\u793a\uff0c\u751a\u81f3\u8ba9\u6a21\u578b\u6307\u51fa\u5176\u81ea\u8eab\u9519\u8bef\u3002<\/strong><\/li>\n<li>\u8ba4\u4e3a\u76f4\u63a5\u5411\u6a21\u578b\u89e3\u91ca\u4efb\u52a1\uff0c\u800c\u4e0d\u662f\u5047\u88c5\u4e00\u4e2a\u89d2\u8272\uff0c\u5728\u5f88\u591a\u65f6\u5019\u66f4\u4e3a\u6709\u6548\u3002<\/li>\n<li>\u63d0\u793a\u5de5\u7a0b\u7684\u672a\u6765\u5c06\u66f4\u52a0\u6ce8\u91cd\u4ece\u7528\u6237\u90a3\u91cc\u83b7\u53d6\u4fe1\u606f\uff0c\u6a21\u578b\u5c06\u626e\u6f14\u5f15\u5bfc\u8005\u7684\u89d2\u8272\u3002<\/li>\n<\/ul>\n<h2><strong>\u91cd\u8981\u5f15\u7528\u4e0e\u7ffb\u8bd1<\/strong><\/h2>\n<p>\u539f\u65871\uff1aI think the engineering part comes from the trial and error. &#8211; Okay. &#8211; So one really nice thing about talking to a model that&#8217;s not like talking to a person, is you have this restart button. This giant go back to square zero where you just start from the beginning.\uff08\u7b2c5\u6bb5\uff09<\/p>\n<p><strong>\u7ffb\u8bd1\uff1a<\/strong>\u00a0\u6211\u8ba4\u4e3a\u201c\u5de5\u7a0b\u201d\u7684\u90e8\u5206\u6765\u81ea\u4e8e\u8bd5\u9519\u3002\u597d\u7684\uff0c\u4e0e\u6a21\u578b\u5bf9\u8bdd\u548c\u4e0e\u4eba\u5bf9\u8bdd\u7684\u4e00\u4e2a\u975e\u5e38\u4e0d\u540c\u7684\u5730\u65b9\u5728\u4e8e\uff0c\u4f60\u6709\u4e00\u4e2a\u91cd\u542f\u6309\u94ae\u3002\u8fd9\u4e2a\u5de8\u5927\u7684\u6309\u94ae\u8ba9\u4f60\u56de\u5230\u539f\u70b9\uff0c\u4ece\u5934\u5f00\u59cb\u3002<\/p>\n<p><strong>\u5f15\u7528\u7406\u7531\uff1a<\/strong>\u00a0\u8fd9\u6bb5\u8bdd\u7cbe\u8f9f\u5730\u6307\u51fa\u4e86\u63d0\u793a\u5de5\u7a0b\u4e2d\u201c\u5de5\u7a0b\u201d\u7684\u542b\u4e49\uff0c\u5f3a\u8c03\u4e86\u901a\u8fc7\u4e0d\u65ad\u5c1d\u8bd5\u548c\u8fed\u4ee3\u6765\u6539\u8fdb\u63d0\u793a\u7684\u91cd\u8981\u6027\uff0c\u8fd9\u662f\u63d0\u793a\u5de5\u7a0b\u533a\u522b\u4e8e\u5176\u4ed6\u5f62\u5f0f\u6c9f\u901a\u7684\u5173\u952e\u3002<\/p>\n<p>\u539f\u65872\uff1aI think of prompts as the way that you program models a little bit, that makes it too complicated. &#8216;Cause I think Zack is generally right that it&#8217;s just talking clearly is the most important thing. But if you think about it a little bit as programming a model, you have to think about where data comes from, what data you have access to.\uff08\u7b2c7\u6bb5\uff09<\/p>\n<p><strong>\u7ffb\u8bd1\uff1a<\/strong>\u00a0\u6211\u8ba4\u4e3a\u63d0\u793a\u6709\u70b9\u50cf\u662f\u5bf9\u6a21\u578b\u8fdb\u884c\u7f16\u7a0b\u7684\u65b9\u5f0f\uff0c\u867d\u7136\u8fd9\u4e48\u8bf4\u6709\u70b9\u590d\u6742\u3002\u56e0\u4e3a\u6211\u8ba4\u4e3a Zack \u8bf4\u5f97\u5bf9\uff0c\u6e05\u6670\u5730\u6c9f\u901a\u624d\u662f\u6700\u91cd\u8981\u7684\u3002\u4f46\u662f\uff0c\u5982\u679c\u4f60\u628a\u63d0\u793a\u770b\u4f5c\u662f\u5bf9\u6a21\u578b\u7f16\u7a0b\uff0c\u4f60\u5c31\u5fc5\u987b\u8003\u8651\u6570\u636e\u4ece\u54ea\u91cc\u6765\uff0c\u4f60\u80fd\u8bbf\u95ee\u54ea\u4e9b\u6570\u636e\u3002<\/p>\n<p><strong>\u5f15\u7528\u7406\u7531\uff1a<\/strong>\u00a0\u8fd9\u6bb5\u8bdd\u5c06\u63d0\u793a\u4e0e\u7f16\u7a0b\u8054\u7cfb\u8d77\u6765\uff0c\u5f3a\u8c03\u4e86\u63d0\u793a\u4e0d\u4ec5\u4ec5\u662f\u8bed\u8a00\uff0c\u800c\u662f\u9700\u8981\u7cfb\u7edf\u6027\u601d\u8003\uff0c\u5305\u62ec\u6570\u636e\u3001\u5ef6\u8fdf\u548c\u7cfb\u7edf\u96c6\u6210\u7b49\u56e0\u7d20\u3002<\/p>\n<p>\u539f\u65873\uff1aSo I think that I can trust the model if I look at 100 outputs of it and it&#8217;s really consistent. And I know that I&#8217;ve constructed those to basically figure out all of the edge cases and all of the weird things that the model might do, strange inputs, et cetera. I trust that probably more than a much more loosely constructed set of several thousand. \uff08\u7b2c23\u6bb5\uff09<\/p>\n<p><strong>\u7ffb\u8bd1\uff1a<\/strong>\u00a0\u56e0\u6b64\uff0c\u5982\u679c\u6211\u67e5\u770b\u6a21\u578b\u7684 100 \u4e2a\u8f93\u51fa\uff0c\u5e76\u4e14\u5b83\u4eec\u975e\u5e38\u4e00\u81f4\uff0c\u5e76\u4e14\u6211\u77e5\u9053\u6211\u5df2\u7ecf\u6784\u9020\u4e86\u8fd9\u4e9b\u8f93\u51fa\u6765\u627e\u51fa\u6240\u6709\u7684\u8fb9\u7f18\u60c5\u51b5\u548c\u6a21\u578b\u53ef\u80fd\u505a\u7684\u5947\u602a\u7684\u4e8b\u60c5\uff0c\u4ee5\u53ca\u5947\u602a\u7684\u8f93\u5165\u7b49\u7b49\uff0c\u6211\u5c31\u4f1a\u76f8\u4fe1\u8fd9\u4e2a\u6a21\u578b\uff0c\u53ef\u80fd\u6bd4\u4e00\u4e2a\u6784\u9020\u677e\u6563\u7684\u6570\u5343\u4e2a\u8f93\u51fa\u66f4\u503c\u5f97\u4fe1\u8d56\u3002<\/p>\n<p><strong>\u5f15\u7528\u7406\u7531\uff1a<\/strong>\u00a0\u8fd9\u6bb5\u8bdd\u5f3a\u8c03\u4e86\u9ad8\u8d28\u91cf\u7684\u5c0f\u6570\u636e\u96c6\u6bd4\u4f4e\u8d28\u91cf\u7684\u5927\u6570\u636e\u96c6\u66f4\u6709\u4ef7\u503c\u3002\u5728\u63d0\u793a\u5de5\u7a0b\u4e2d\uff0c\u91cd\u70b9\u5e94\u8be5\u653e\u5728\u5bf9\u8fb9\u7f18\u60c5\u51b5\u7684\u5145\u5206\u8003\u8651\uff0c\u800c\u4e0d\u662f\u76f2\u76ee\u8ffd\u6c42\u5927\u91cf\u7684\u6837\u672c\u3002<\/p>\n<h2>\u9605\u8bfb\u7b14\u8bb0<\/h2>\n<p><strong>\u3010\u63d0\u793a\u5de5\u7a0b\u7684\u672c\u8d28\u3011\uff1a\u8fed\u4ee3\u548c\u5b9e\u9a8c<\/strong><\/p>\n<ul>\n<li>\u63d0\u793a\u5de5\u7a0b\u662f\u901a\u8fc7\u8bd5\u9519\u548c\u8fed\u4ee3\u6765\u4f18\u5316\u6a21\u578b\u8f93\u51fa\u7684\u8fc7\u7a0b\u3002<\/li>\n<li>\u5b83\u5f3a\u8c03\u50cf\u7f16\u7a0b\u4e00\u6837\u7ba1\u7406\u548c\u8ddf\u8e2a\u5b9e\u9a8c\u3002<\/li>\n<li>\u6e05\u6670\u7684\u6c9f\u901a\u662f\u63d0\u793a\u5de5\u7a0b\u7684\u57fa\u7840\u3002<\/li>\n<\/ul>\n<p>#promptengineering #iteration #experimentation<\/p>\n<p><strong>\u3010\u63d0\u793a\u5de5\u7a0b\u5e08\u7684\u7d20\u8d28\u3011\uff1a\u7406\u89e3\u548c\u89c2\u5bdf<\/strong><\/p>\n<ul>\n<li>\u9700\u8981\u6e05\u6670\u7684\u6c9f\u901a\u6280\u5de7\u548c\u8fed\u4ee3\u7684\u610f\u613f\u3002<\/li>\n<li>\u9700\u6df1\u5165\u7406\u89e3\u6a21\u578b\uff0c\u5e76\u80fd\u4ece\u6a21\u578b\u8f93\u51fa\u4e2d\u5b66\u4e60\u3002<\/li>\n<li><strong>\u9700\u8981\u8003\u8651\u5230\u5b9e\u9645\u4f7f\u7528\u573a\u666f\u548c\u7528\u6237\u8f93\u5165\u7684\u591a\u6837\u6027<\/strong>\u3002<\/li>\n<\/ul>\n<p>#communication #understanding #observation<\/p>\n<p><strong>\u3010\u6a21\u578b\u4ea4\u4e92\u3011\uff1a\u4fe1\u4efb\u548c\u8d28\u7591<\/strong><\/p>\n<ul>\n<li>\u4e0d\u5e94\u76f2\u76ee\u4fe1\u4efb\u6a21\u578b\uff0c\u9700\u4e0d\u65ad\u6d4b\u8bd5\u548c\u9a8c\u8bc1\u5176\u53ef\u9760\u6027\u3002<\/li>\n<li><strong>\u53ef\u5229\u7528\u6a21\u578b\u81ea\u6211\u8bca\u65ad\u9519\u8bef\uff0c\u5e76\u63d0\u51fa\u6539\u8fdb\u5efa\u8bae<\/strong>\u3002<\/li>\n<li>\u6a21\u578b\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u7406\u89e3\u4efb\u52a1\u5e76\u8fdb\u884c\u63d0\u793a\u3002<\/li>\n<\/ul>\n<p>#trust #feedback #collaboration<\/p>\n<ul>\n<li><strong>\u63d0\u793a\u5de5\u7a0b\u8fc7\u7a0b<\/strong>\uff1a<\/li>\n<\/ul>\n<pre><code>\u5f00\u59cb --&gt; \u7f16\u5199\u521d\u59cb\u63d0\u793a --&gt; \u6a21\u578b\u8f93\u51fa --&gt; \u5206\u6790\u7ed3\u679c --&gt; \u4fee\u6539\u63d0\u793a --&gt; \u5faa\u73af\u76f4\u81f3\u6ee1\u610f\r\n<\/code><\/pre>\n<p>\u7c7b\u4f3c\u4e8e\u4e00\u4e2a\u5faa\u73af\u8fc7\u7a0b\uff0c\u4e0d\u65ad\u6539\u8fdb\u63d0\u793a\u4ee5\u8fbe\u5230\u7406\u60f3\u7684\u8f93\u51fa\u3002<\/p>\n<ul>\n<li><strong>\u6a21\u578b\u8bc4\u4f30<\/strong>\uff1a<\/li>\n<\/ul>\n<pre><code>|  \u8f93\u51fa\u4e00\u81f4\u6027 | \u8fb9\u7f18\u60c5\u51b5\u8986\u76d6 | \u8f93\u5165\u591a\u6837\u6027 |\r\n|------------|------------|------------|\r\n|    \u9ad8       |     \u9ad8      |     \u9ad8     |\r\n<\/code><\/pre>\n<ul>\n<li>\u4e09\u4e2a\u5173\u952e\u7ef4\u5ea6\uff0c\u4e00\u81f4\u6027\u3001\u8fb9\u7f18\u60c5\u51b5\u8986\u76d6\u548c\u8f93\u5165\u591a\u6837\u6027\u90fd\u8d8a\u9ad8\u8d8a\u597d\u3002<\/li>\n<\/ul>\n<p><strong>\u63d0\u793a\u5de5\u7a0b\u7684\u672a\u6765<\/strong><\/p>\n<pre><code>\u7528\u6237\u9700\u6c42 --&gt; \u6a21\u578b\u7406\u89e3 --&gt; \u6a21\u578b\u63d0\u95ee --&gt; \u7528\u6237\u53cd\u9988 --&gt; \u4f18\u5316\u63d0\u793a --&gt; \u6700\u7ec8\u8f93\u51fa\r\n<\/code><\/pre>\n<ul>\n<li>\u672a\u6765\u63d0\u793a\u5de5\u7a0b\u4e2d\uff0c\u6a21\u578b\u5c06\u66f4\u52a0\u4e3b\u52a8\u5730\u53c2\u4e0e\u5230\u7528\u6237\u9700\u6c42\u7406\u89e3\u548c\u63d0\u793a\u4f18\u5316\u7684\u6d41\u7a0b\u4e2d\u3002<\/li>\n<\/ul>\n<h2>\u6838\u5fc3\u95ee\u9898\u95ee\u7b54<\/h2>\n<h3>1. \u4ec0\u4e48\u662f\u63d0\u793a\u5de5\u7a0b\uff1f<\/h3>\n<p><strong>\u63d0\u793a\u5de5\u7a0b\uff08Prompt Engineering\uff09<\/strong>\u00a0\u662f\u4e00\u79cd\u901a\u8fc7\u8bbe\u8ba1\u548c\u4f18\u5316\u63d0\u793a\uff08Prompts\uff09\u6765\u5f15\u5bfc\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u6267\u884c\u7279\u5b9a\u4efb\u52a1\u7684\u6280\u672f\u3002\u5b83\u65e8\u5728\u901a\u8fc7\u6e05\u6670\u3001\u7cbe\u786e\u7684\u6c9f\u901a\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u4ea7\u751f\u671f\u671b\u7684\u8f93\u51fa\u3002\u4ee5\u4e0b\u662f\u5173\u4e8e\u63d0\u793a\u5de5\u7a0b\u7684\u8be6\u7ec6\u89e3\u91ca\uff1a<\/p>\n<h4><strong>\u63d0\u793a\u7684\u5b9a\u4e49<\/strong><\/h4>\n<ul>\n<li><strong>\u6307\u4ee4<\/strong>\uff1a\u63d0\u793a\u662f\u7528\u6237\u63d0\u4f9b\u7ed9\u6a21\u578b\u7684\u6307\u4ee4\uff0c\u76ee\u7684\u662f\u8ba9\u6a21\u578b\u6267\u884c\u7279\u5b9a\u4efb\u52a1\u3002\u5b83\u53ef\u4ee5\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u53e5\u5b50\uff0c\u4e5f\u53ef\u4ee5\u662f\u5305\u542b\u591a\u4e2a\u6b65\u9aa4\u7684\u590d\u6742\u63cf\u8ff0\u3002<\/li>\n<li><strong>\u7a0b\u5e8f<\/strong>\uff1a\u63d0\u793a\u4e5f\u53ef\u4ee5\u88ab\u89c6\u4e3a\u4e00\u79cd\u7a0b\u5e8f\uff0c\u7528\u81ea\u7136\u8bed\u8a00\u7f16\u5199\u7684\uff0c\u7528\u6765\u6307\u5bfc\u6a21\u578b\u6267\u884c\u4efb\u52a1\u3002<\/li>\n<li><strong>\u6c9f\u901a\u65b9\u5f0f<\/strong>\uff1a\u672c\u8d28\u4e0a\uff0c\u63d0\u793a\u662f\u4e00\u79cd\u4e0e\u6a21\u578b\u6c9f\u901a\u7684\u65b9\u5f0f\uff0c\u7c7b\u4f3c\u4e8e\u4e0e\u4eba\u4ea4\u6d41\uff0c\u9700\u8981\u6e05\u6670\u548c\u660e\u786e\u3002<\/li>\n<\/ul>\n<h4><strong>\u63d0\u793a\u5de5\u7a0b\u7684\u6838\u5fc3\u8981\u7d20<\/strong><\/h4>\n<ul>\n<li><strong>\u6e05\u6670\u7684\u6c9f\u901a<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u5f3a\u8c03\u6e05\u6670\u7684\u6c9f\u901a\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u51c6\u786e\u5730\u8868\u8fbe\u81ea\u5df1\u7684\u9700\u6c42\uff0c\u5e76\u8ba9\u6a21\u578b\u80fd\u591f\u7406\u89e3\u4efb\u52a1\u7684\u5177\u4f53\u8981\u6c42\u3002<\/li>\n<li><strong>\u8fed\u4ee3\u8fc7\u7a0b<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u662f\u4e00\u4e2a\u8fed\u4ee3\u7684\u8fc7\u7a0b\uff0c\u6d89\u53ca\u4e0d\u65ad\u5c1d\u8bd5\u3001\u4fee\u6539\u548c\u4f18\u5316\u63d0\u793a\uff0c\u4ee5\u6539\u8fdb\u6a21\u578b\u7684\u6027\u80fd\u3002\u8fd9\u7c7b\u4f3c\u4e8e\u8f6f\u4ef6\u5de5\u7a0b\u4e2d\u7684\u5f00\u53d1\u548c\u8c03\u8bd5\u8fc7\u7a0b\u3002\n<ul>\n<li><strong>\u5b9e\u9a8c<\/strong>\uff1a\u901a\u8fc7\u5c1d\u8bd5\u4e0d\u540c\u7684\u63d0\u793a\uff0c\u89c2\u5bdf\u6a21\u578b\u7684\u53cd\u5e94\uff0c\u5e76\u6839\u636e\u7ed3\u679c\u8c03\u6574\u63d0\u793a\u3002<\/li>\n<li><strong>\u53cd\u9988<\/strong>\uff1a\u5206\u6790\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u627e\u51fa\u9519\u8bef\uff0c\u5e76\u8fdb\u884c\u76f8\u5e94\u7684\u4fee\u6b63\u3002<\/li>\n<li><strong>\u5faa\u73af<\/strong>\uff1a\u53cd\u590d\u8fdb\u884c\u5b9e\u9a8c\u548c\u53cd\u9988\uff0c\u76f4\u5230\u8fbe\u5230\u671f\u671b\u7684\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7cfb\u7edf\u6027\u601d\u7ef4<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u4e0d\u4ec5\u4ec5\u662f\u7f16\u5199\u5355\u4e2a\u63d0\u793a\uff0c\u8fd8\u5305\u62ec\u8003\u8651\u5982\u4f55\u5c06\u63d0\u793a\u96c6\u6210\u5230\u6574\u4e2a\u7cfb\u7edf\u4e2d\u3002\u8fd9\u9700\u8981\u8003\u8651\u6570\u636e\u6765\u6e90\u3001\u6570\u636e\u5904\u7406\u65b9\u5f0f\u4ee5\u53ca\u6a21\u578b\u5728\u7cfb\u7edf\u4e2d\u7684\u4f5c\u7528\u3002<\/li>\n<li><strong>\u7406\u89e3\u6a21\u578b<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981\u7406\u89e3\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406\u548c\u5c40\u9650\u6027\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u8bbe\u8ba1\u63d0\u793a\u3002\u8fd9\u5305\u62ec\u7406\u89e3\u6a21\u578b\u5982\u4f55\u5904\u7406\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\uff0c\u4ee5\u53ca\u5982\u4f55\u5f15\u5bfc\u6a21\u578b\u7684\u63a8\u7406\u8fc7\u7a0b\u3002<\/li>\n<li><strong>\u95ee\u9898\u89e3\u51b3\u80fd\u529b<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981\u50cf\u89e3\u51b3\u5de5\u7a0b\u95ee\u9898\u4e00\u6837\uff0c\u7cfb\u7edf\u5730\u8003\u8651\u5404\u79cd\u53ef\u80fd\u51fa\u73b0\u7684\u60c5\u51b5\uff0c\u5e76\u4e3a\u4e4b\u63d0\u4f9b\u89e3\u51b3\u65b9\u6848\u3002\n<ul>\n<li><strong>\u9884\u6d4b\u9519\u8bef<\/strong>\uff1a \u9884\u6d4b\u6a21\u578b\u53ef\u80fd\u5982\u4f55\u51fa\u9519\uff0c\u5e76\u8bbe\u8ba1\u76f8\u5e94\u7684\u63d0\u793a\u6765\u5904\u7406\u8fd9\u4e9b\u9519\u8bef\u3002<\/li>\n<li><strong>\u5904\u7406\u8fb9\u7f18\u60c5\u51b5<\/strong>\uff1a\u8003\u8651\u6a21\u578b\u5728\u9047\u5230\u4e0d\u5bfb\u5e38\u7684\u8f93\u5165\u6216\u9519\u8bef\u65f6\u7684\u53cd\u5e94\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u7248\u672c\u63a7\u5236<\/strong>\uff1a\u50cf\u5bf9\u5f85\u4ee3\u7801\u4e00\u6837\u5bf9\u5f85\u63d0\u793a\uff0c\u5305\u62ec\u7248\u672c\u63a7\u5236\uff0c\u8ddf\u8e2a\u5b9e\u9a8c\u7b49\u3002<\/li>\n<li><strong>\u9605\u8bfb\u6a21\u578b\u8f93\u51fa<\/strong>\uff1a\u4ed4\u7ec6\u9605\u8bfb\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u7406\u89e3\u5176\u63a8\u7406\u8fc7\u7a0b\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u770b\u7ed3\u679c\u662f\u5426\u6b63\u786e\u3002<\/li>\n<li><strong>\u7406\u8bba\u601d\u7ef4<\/strong>\uff1a \u5728\u7406\u89e3\u6a21\u578b\u65f6\uff0c\u9700\u8981\u4ece\u7406\u8bba\u5c42\u9762\u8003\u8651\u6a21\u578b\u53ef\u80fd\u5982\u4f55\u7406\u89e3\u4f60\u7684\u6307\u793a\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6839\u636e\u81ea\u5df1\u7684\u7406\u89e3\u6765\u5199\u3002<\/li>\n<\/ul>\n<h4><strong>\u63d0\u793a\u5de5\u7a0b\u7684\u76ee\u7684<\/strong><\/h4>\n<ul>\n<li><strong>\u53d1\u6325\u6a21\u578b\u6f5c\u529b<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u7684\u76ee\u7684\u662f\u5145\u5206\u5229\u7528\u6a21\u578b\u7684\u6f5c\u529b\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u5b8c\u6210\u8d85\u51fa\u5176\u539f\u59cb\u8bbe\u8ba1\u80fd\u529b\u7684\u4efb\u52a1\u3002<\/li>\n<li><strong>\u4f18\u5316\u6a21\u578b\u6027\u80fd<\/strong>\uff1a\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u63d0\u793a\uff0c\u63d0\u9ad8\u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u3002<\/li>\n<li><strong>\u6307\u5bfc\u6a21\u578b\u884c\u4e3a<\/strong>\uff1a\u901a\u8fc7\u63d0\u793a\u6765\u5f15\u5bfc\u6a21\u578b\u7684\u884c\u4e3a\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u4ea7\u751f\u671f\u671b\u7684\u8f93\u51fa\uff0c\u5e76\u907f\u514d\u4ea7\u751f\u4e0d\u671f\u671b\u7684\u8f93\u51fa.<\/li>\n<\/ul>\n<h4><strong>\u63d0\u793a\u5de5\u7a0b\u7684\u6311\u6218<\/strong><\/h4>\n<ul>\n<li><strong>\u96be\u4ee5\u660e\u786e\u8868\u8fbe<\/strong>\uff1a \u5f88\u96be\u7528\u6587\u5b57\u51c6\u786e\u63cf\u8ff0\u4e00\u4e2a\u4efb\u52a1\uff0c\u5e76\u53bb\u9664\u6240\u6709\u7684\u5047\u8bbe\u3002<\/li>\n<li><strong>\u6a21\u578b\u4e0d\u63d0\u95ee<\/strong>\uff1a\u6a21\u578b\u4e0d\u50cf\u4eba\u7c7b\u4e00\u6837\u4f1a\u63d0\u51fa\u6f84\u6e05\u95ee\u9898\uff0c\u56e0\u6b64\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981\u81ea\u5df1\u9884\u6d4b\u6a21\u578b\u53ef\u80fd\u5b58\u5728\u7684\u7591\u95ee\uff0c\u5e76\u5728\u63d0\u793a\u4e2d\u7ed9\u51fa\u76f8\u5e94\u7684\u7b54\u6848\u3002<\/li>\n<li><strong>\u627e\u5230\u5b8c\u7f8e\u63d0\u793a\u7684\u56f0\u96be<\/strong>\uff1a\u5bfb\u627e\u5b8c\u7f8e\u7684\u63d0\u793a\u662f\u4e00\u9879\u5177\u6709\u6311\u6218\u6027\u7684\u5de5\u4f5c\uff0c\u56e0\u4e3a\u603b\u6709\u53ef\u80fd\u5b58\u5728\u66f4\u597d\u7684\u63d0\u793a\u3002<\/li>\n<\/ul>\n<h4><strong>\u63d0\u793a\u5de5\u7a0b\u7684\u5e94\u7528<\/strong><\/h4>\n<ul>\n<li><strong>\u5404\u79cd\u573a\u666f<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u53ef\u4ee5\u5e94\u7528\u4e8e\u5404\u79cd\u573a\u666f\uff0c\u5305\u62ec\u7814\u7a76\u3001\u4f01\u4e1a\u5e94\u7528\u548c\u6d88\u8d39\u8005\u5e94\u7528\u3002<\/li>\n<li><strong>\u4e0d\u540c\u7c7b\u578b\u7684\u4efb\u52a1<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u53ef\u7528\u4e8e\u4e0d\u540c\u7c7b\u578b\u7684\u4efb\u52a1\uff0c\u5305\u62ec\u6587\u672c\u751f\u6210\u3001\u4fe1\u606f\u63d0\u53d6\u3001\u95ee\u9898\u56de\u7b54\u548c\u4ee3\u7801\u751f\u6210.<\/li>\n<li><strong>\u6574\u5408\u5230\u7cfb\u7edf<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u4e0d\u4ec5\u4ec5\u662f\u7f16\u5199\u5355\u4e2a\u63d0\u793a\uff0c\u8fd8\u5305\u62ec\u5c06\u63d0\u793a\u6574\u5408\u5230\u6574\u4e2a\u7cfb\u7edf\u4e2d.<\/li>\n<\/ul>\n<h4><strong>\u63d0\u793a\u5de5\u7a0b\u7684\u672a\u6765<\/strong><\/h4>\n<ul>\n<li><strong>\u6a21\u578b\u8f85\u52a9\u63d0\u793a<\/strong>\uff1a\u5728\u672a\u6765\uff0c\u6a21\u578b\u5c06\u80fd\u591f\u5e2e\u52a9\u7528\u6237\u7f16\u5199\u66f4\u597d\u7684\u63d0\u793a\uff0c\u5305\u62ec\u63d0\u51fa\u95ee\u9898\u3001\u63d0\u4f9b\u5efa\u8bae\u548c\u81ea\u52a8\u751f\u6210\u63d0\u793a\u3002<\/li>\n<li><strong>\u4eba\u673a\u534f\u4f5c<\/strong>\uff1a\u672a\u6765\u63d0\u793a\u5de5\u7a0b\u53ef\u80fd\u4f1a\u8f6c\u53d8\u4e3a\u4e00\u79cd\u4eba\u673a\u534f\u4f5c\u6a21\u5f0f\uff0c\u6a21\u578b\u4f1a\u6839\u636e\u7528\u6237\u7684\u76ee\u6807\u63d0\u51fa\u95ee\u9898\uff0c\u5e76\u5f15\u5bfc\u7528\u6237\u7f16\u5199\u66f4\u6709\u6548\u7684\u63d0\u793a\u3002<\/li>\n<li><strong>\u4ece\u6307\u5bfc\u5230\u54a8\u8be2<\/strong>\uff1a\u968f\u7740\u6a21\u578b\u53d8\u5f97\u66f4\u52a0\u667a\u80fd\uff0c\u63d0\u793a\u5de5\u7a0b\u53ef\u80fd\u4f1a\u4ece\u6307\u5bfc\u6a21\u578b\u8f6c\u53d8\u4e3a\u54a8\u8be2\u6a21\u578b\uff0c\u6a21\u578b\u4f1a\u6839\u636e\u7528\u6237\u76ee\u6807\u6765\u53cd\u5411\u63d0\u793a\u7528\u6237\u3002<\/li>\n<\/ul>\n<p>\u63d0\u793a\u5de5\u7a0b\u662f\u4e00\u79cd\u9700\u8981\u521b\u9020\u6027\u3001\u903b\u8f91\u601d\u7ef4\u548c\u7cfb\u7edf\u6027\u601d\u7ef4\u7684\u6280\u672f\u3002\u5b83\u4e0d\u4ec5\u4ec5\u662f\u5173\u4e8e\u5199\u597d\u4e00\u4e2a\u63d0\u793a\uff0c\u66f4\u662f\u5173\u4e8e\u7406\u89e3\u6a21\u578b\u3001\u8bbe\u8ba1\u5b9e\u9a8c\u3001\u8fed\u4ee3\u4f18\u5316\u548c\u89e3\u51b3\u95ee\u9898\u7684\u8fc7\u7a0b\u3002\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981\u50cf\u5de5\u7a0b\u5e08\u4e00\u6837\uff0c\u4e0d\u65ad\u5c1d\u8bd5\u548c\u5b66\u4e60\uff0c\u624d\u80fd\u5145\u5206\u53d1\u6325\u6a21\u578b\u7684\u6f5c\u529b\u3002<\/p>\n<h3>2. \u4f18\u79c0\u63d0\u793a\u5de5\u7a0b\u5e08\u7684\u7d20\u8d28\uff1f<\/h3>\n<ul>\n<li><strong>\u6e05\u6670\u7684\u6c9f\u901a\u80fd\u529b<\/strong>\uff1a\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u80fd\u591f\u6e05\u6670\u5730\u8868\u8fbe\u60f3\u6cd5\uff0c\u660e\u786e\u7406\u89e3\u4efb\u52a1\uff0c\u5e76\u51c6\u786e\u5730\u63cf\u8ff0\u6982\u5ff5\u3002\u8fd9\u5305\u62ec\u80fd\u591f\u4ee5\u4e00\u79cd\u6613\u4e8e\u6a21\u578b\u7406\u89e3\u7684\u65b9\u5f0f\u6784\u5efa\u6307\u4ee4\u3002<\/li>\n<li><strong>\u8fed\u4ee3\u80fd\u529b<\/strong>\uff1a\u4ed6\u4eec\u613f\u610f\u4e0d\u65ad\u5730\u8fed\u4ee3\u548c\u8c03\u6574\u63d0\u793a\uff0c\u5e76\u601d\u8003\u6a21\u578b\u53ef\u80fd\u8bef\u89e3\u7684\u5730\u65b9\u3002\u8fd9\u79cd\u8fed\u4ee3\u8fc7\u7a0b\u5305\u62ec\u5bf9\u6a21\u578b\u7684\u54cd\u5e94\u8fdb\u884c\u5206\u6790\uff0c\u627e\u51fa\u9519\u8bef\uff0c\u5e76\u8fdb\u884c\u4fee\u6b63\u3002<\/li>\n<li><strong>\u6d4b\u8bd5\u8fb9\u7f18\u6848\u4f8b<\/strong>\uff1a\u4ed6\u4eec\u4f1a\u4e3b\u52a8\u601d\u8003\u63d0\u793a\u5728\u54ea\u4e9b\u4e0d\u5e38\u89c1\u7684\u60c5\u51b5\u4e0b\u53ef\u80fd\u51fa\u9519\uff0c\u4f8b\u5982\u8f93\u5165\u4e3a\u7a7a\u6216\u4e0d\u7b26\u5408\u9884\u671f\u683c\u5f0f\u3002\u8fd9\u5305\u62ec\u6d4b\u8bd5\u5404\u79cd\u5f02\u5e38\u60c5\u51b5\uff0c\u4ee5\u786e\u4fdd\u6a21\u578b\u5728\u4e0d\u540c\u60c5\u51b5\u4e0b\u90fd\u80fd\u6b63\u5e38\u5de5\u4f5c\u3002<\/li>\n<li><strong>\u7406\u89e3\u6a21\u578b\u8f93\u51fa<\/strong>\uff1a\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u4f1a\u5bc6\u5207\u5173\u6ce8\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u7ed3\u679c\u3002\u4ed6\u4eec\u4f1a\u6df1\u5165\u7814\u7a76\u6a21\u578b\u7684\u601d\u8003\u8fc7\u7a0b\uff0c\u5e76\u5c1d\u8bd5\u7406\u89e3\u5176\u63a8\u7406\u65b9\u5f0f\u3002<\/li>\n<li><strong>\u7406\u8bba\u601d\u7ef4<\/strong>\uff1a\u4ed6\u4eec\u80fd\u591f\u4ece\u81ea\u8eab\u7684\u7406\u89e3\u4e2d\u62bd\u79bb\u51fa\u6765\uff0c\u5e76\u7cfb\u7edf\u5730\u5206\u89e3\u5b8c\u6210\u4efb\u52a1\u6240\u9700\u7684\u5168\u90e8\u4fe1\u606f\u3002\u4ed6\u4eec\u80fd\u591f\u4ee5\u4e00\u79cd\u6a21\u578b\u80fd\u591f\u7406\u89e3\u7684\u65b9\u5f0f\uff0c\u6e05\u6670\u5730\u4f20\u8fbe\u5fc5\u8981\u7684\u4fe1\u606f\u3002<\/li>\n<li><strong>\u540c\u7406\u5fc3<\/strong>\uff1a\u4ed6\u4eec\u80fd\u591f\u7ad9\u5728\u6a21\u578b\u7684\u89d2\u5ea6\u601d\u8003\u95ee\u9898\uff0c\u7406\u89e3\u6a21\u578b\u5982\u4f55\u770b\u5f85\u4ed6\u4eec\u7684\u6307\u4ee4\u3002\u4ed6\u4eec\u4e5f\u9700\u8981\u8003\u8651\u5230\u7528\u6237\u7684\u9700\u6c42\uff0c\u5e76\u7406\u89e3\u7528\u6237\u5982\u4f55\u4e0e\u6a21\u578b\u4e92\u52a8\u3002<\/li>\n<li><strong>\u5b9e\u9a8c\u5fc3\u6001<\/strong>\uff1a\u4ed6\u4eec\u901a\u8fc7\u4e0d\u65ad\u5730\u5b9e\u9a8c\u548c\u5c1d\u8bd5\uff0c\u6765\u53d1\u73b0\u6a21\u578b\u7684\u8fb9\u754c\u3002\u4ed6\u4eec\u4e0d\u6015\u5931\u8d25\uff0c\u5e76\u4ece\u5931\u8d25\u4e2d\u5b66\u4e60\uff0c\u901a\u8fc7\u6311\u6218\u6a21\u578b\u7684\u80fd\u529b\u6781\u9650\u6765\u52a0\u6df1\u5bf9\u6a21\u578b\u7684\u7406\u89e3.<\/li>\n<li><strong>\u5229\u7528\u6a21\u578b\u8fdb\u884c\u6539\u8fdb<\/strong>\uff1a\u4ed6\u4eec\u4e0d\u4ec5\u901a\u8fc7\u81ea\u8eab\u7684\u52aa\u529b\uff0c\u4e5f\u4f1a\u5229\u7528\u6a21\u578b\u672c\u8eab\u6765\u6539\u8fdb\u63d0\u793a\u3002\u4f8b\u5982\uff0c\u4ed6\u4eec\u4f1a\u8981\u6c42\u6a21\u578b\u6307\u51fa\u6307\u4ee4\u4e2d\u7684\u4e0d\u6e05\u6670\u4e4b\u5904\uff0c\u6216\u8005\u8bf7\u6a21\u578b\u63d0\u4f9b\u4fee\u6539\u5efa\u8bae\u3002\u4ed6\u4eec\u4f1a\u5c1d\u8bd5\u8ba9\u6a21\u578b\u89e3\u91ca\u5176\u9519\u8bef\u5e76\u6539\u8fdb\u6307\u4ee4\u3002<\/li>\n<li><strong>\u4fe1\u4efb\u4f46\u9a8c\u8bc1<\/strong>\uff1a\u4ed6\u4eec\u5bf9\u6a21\u578b\u7684\u80fd\u529b\u6301\u8c28\u614e\u6001\u5ea6\uff0c\u5e76\u901a\u8fc7\u53cd\u590d\u6d4b\u8bd5\u6765\u786e\u4fdd\u6a21\u578b\u7684\u53ef\u9760\u6027\u3002\u4ed6\u4eec\u4f1a\u901a\u8fc7\u5927\u91cf\u7684\u6d4b\u8bd5\u6765\u9a8c\u8bc1\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u800c\u4e0d\u662f\u76f2\u76ee\u5730\u4fe1\u4efb\u6a21\u578b\u3002<\/li>\n<li><strong>\u7ec6\u81f4\u7684\u89c2\u5bdf<\/strong>\uff1a\u4ed6\u4eec\u4f1a\u4ed4\u7ec6\u9605\u8bfb\u63d0\u793a\u548c\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u5206\u6790\u5176\u4e2d\u7684\u7ec6\u8282\u3002\u4ed6\u4eec\u4f1a\u901a\u8fc7\u5206\u6790\u6a21\u578b\u8f93\u51fa\u7684\u7ec6\u8282\u6765\u5b66\u4e60\u6a21\u578b\u7684\u601d\u7ef4\u65b9\u5f0f\u3002<\/li>\n<li><strong>\u4e0d\u6267\u7740\u4e8e\u5b8c\u7f8e<\/strong>\uff1a\u4ed6\u4eec\u4e0d\u8ffd\u6c42\u5b8c\u7f8e\u7684\u63d0\u793a\uff0c\u800c\u662f\u4e0d\u65ad\u5c1d\u8bd5\u5e76\u4ece\u9519\u8bef\u4e2d\u5b66\u4e60\u3002\u4ed6\u4eec\u4f1a\u8ba4\u8bc6\u5230\u63d0\u793a\u662f\u4e00\u4e2a\u8fed\u4ee3\u8fc7\u7a0b\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u6027\u7684\u4efb\u52a1.<\/li>\n<li><strong>\u5c06\u6587\u5b57\u89c6\u4e3a\u4ee3\u7801<\/strong>: \u4ed6\u4eec\u53ef\u4ee5\u7406\u89e3\u6587\u672c\u4f5c\u4e3a\u4ee3\u7801\u7684\u542b\u4e49\uff0c\u5e76\u7406\u89e3\u63d0\u793a\u4e5f\u9700\u8981\u7248\u672c\u63a7\u5236\u548c\u5b9e\u9a8c\u8ddf\u8e2a\u7b49\u3002<\/li>\n<li><strong>\u80fd\u591f\u4ece\u4e0d\u540c\u89d2\u5ea6\u601d\u8003<\/strong>\uff1a\u597d\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u53ef\u4ee5\u4ece\u4e0d\u540c\u7684\u89d2\u5ea6\u8003\u8651\u95ee\u9898\uff0c\u4f8b\u5982\uff0c\u65e2\u80fd\u8bbe\u8eab\u5904\u5730\u5730\u4e3a\u6a21\u578b\u7740\u60f3\uff0c\u4e5f\u80fd\u8003\u8651\u5230\u5b9e\u9645\u7528\u6237\u7684\u9700\u6c42\u3002<\/li>\n<li><strong>\u80fd\u591f\u521b\u9020\u65b0\u6982\u5ff5<\/strong>\uff1a\u4ed6\u4eec\u4f1a\u6839\u636e\u9700\u8981\u5b9a\u4e49\u65b0\u7684\u6982\u5ff5\uff0c\u5e76\u901a\u8fc7\u4e0e\u6a21\u578b\u5408\u4f5c\u6765\u660e\u786e\u8fd9\u4e9b\u6982\u5ff5\u3002<\/li>\n<li><strong>\u80fd\u591f\u5c06\u601d\u60f3\u5916\u5316<\/strong>: \u4ed6\u4eec\u53ef\u4ee5\u6e05\u6670\u5730\u8868\u8fbe\u81ea\u5df1\u7684\u60f3\u6cd5\uff0c\u5e76\u80fd\u5c06\u5927\u8111\u4e2d\u7684\u590d\u6742\u6982\u5ff5\u8f6c\u5316\u4e3a\u6a21\u578b\u80fd\u591f\u7406\u89e3\u7684\u6307\u4ee4\u3002<\/li>\n<\/ul>\n<p>\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u4e0d\u4ec5\u8981\u6709\u6e05\u6670\u7684\u6c9f\u901a\u80fd\u529b\u548c\u8fed\u4ee3\u80fd\u529b\uff0c\u8fd8\u8981\u6709\u540c\u7406\u5fc3\uff0c\u80fd\u591f\u7ad9\u5728\u6a21\u578b\u7684\u89d2\u5ea6\u601d\u8003\uff0c\u5e76\u80fd\u591f\u4e0d\u65ad\u5730\u5b9e\u9a8c\u548c\u5b66\u4e60\uff0c\u901a\u8fc7\u6d4b\u8bd5\u8fb9\u7f18\u6848\u4f8b\u6765\u53d1\u73b0\u6a21\u578b\u7684\u8fb9\u754c\u3002\u4ed6\u4eec\u8fd8\u4f1a\u5229\u7528\u6a21\u578b\u672c\u8eab\u6765\u6539\u8fdb\u63d0\u793a\uff0c\u5e76\u4ece\u6a21\u578b\u8f93\u51fa\u7684\u7ec6\u8282\u4e2d\u5b66\u4e60\u3002\u4ed6\u4eec\u9700\u8981\u7406\u89e3\u5230\u63d0\u793a\u7684\u8fc7\u7a0b\u662f\u8fed\u4ee3\u7684\uff0c\u800c\u4e0d\u662f\u8ffd\u6c42\u5b8c\u7f8e\uff0c\u4ed6\u4eec\u4e5f\u9700\u8981\u7406\u89e3\u6587\u672c\u4e0e\u4ee3\u7801\u7684\u76f8\u4f3c\u4e4b\u5904\u3002\u4ed6\u4eec\u9700\u8981\u4ece\u4e0d\u540c\u89d2\u5ea6\u601d\u8003\uff0c\u65e2\u5305\u62ec\u7528\u6237\u4f53\u9a8c\uff0c\u4e5f\u5305\u62ec\u6a21\u578b\u672c\u8eab\u7684\u8ba4\u77e5\u65b9\u5f0f\u3002\u6700\u91cd\u8981\u7684\u662f\uff0c\u4ed6\u4eec\u9700\u8981\u80fd\u591f\u6e05\u6670\u5730\u8868\u8fbe\u81ea\u5df1\u7684\u60f3\u6cd5\u5e76\u5c06\u5927\u8111\u4e2d\u7684\u6982\u5ff5\u5916\u5316\u3002<\/p>\n<h3>3. \u5982\u4f55\u6709\u6548\u5730\u4e0e\u6a21\u578b\u4e92\u52a8\uff1f<\/h3>\n<h4>3.1\u00a0<strong>\u6e05\u6670\u7684\u6c9f\u901a\u662f\u6838\u5fc3<\/strong><\/h4>\n<ul>\n<li><strong>\u51c6\u786e\u8868\u8fbe\u9700\u6c42\uff1a<\/strong>\u00a0\u5c31\u50cf\u4e0e\u4eba\u4ea4\u6d41\u4e00\u6837\uff0c\u4f60\u9700\u8981\u6e05\u6670\u5730\u8868\u8fbe\u4f60\u7684\u9700\u6c42\uff0c\u8ba9\u6a21\u578b\u51c6\u786e\u7406\u89e3\u4f60\u7684\u76ee\u6807\u3002<strong>\u907f\u514d\u6a21\u7cca\u4e0d\u6e05\u7684\u6307\u4ee4<\/strong>\uff0c\u5c3d\u91cf\u5177\u4f53\u63cf\u8ff0\u4f60\u671f\u671b\u6a21\u578b\u5b8c\u6210\u7684\u4efb\u52a1\u3002<\/li>\n<li><strong>\u660e\u786e\u4efb\u52a1\u7ec6\u8282\uff1a<\/strong>\u00a0\u4f60\u9700\u8981<strong>\u5265\u79bb\u4f60\u6240\u6709\u7684\u5047\u8bbe<\/strong>\uff0c\u5e76\u8be6\u7ec6\u8bf4\u660e\u6a21\u578b\u9700\u8981\u4e86\u89e3\u7684\u6240\u6709\u4fe1\u606f\u3002<strong>\u4e0d\u8981\u5047\u8bbe\u6a21\u578b\u77e5\u9053\u4efb\u4f55\u4f60\u6ca1\u6709\u660e\u786e\u544a\u8bc9\u5b83\u7684\u4e8b\u60c5<\/strong>\u3002<\/li>\n<\/ul>\n<h4>3.2\u00a0<strong>\u5c06\u63d0\u793a\u89c6\u4e3a\u7a0b\u5e8f<\/strong><\/h4>\n<ul>\n<li><strong>\u81ea\u7136\u8bed\u8a00\u4ee3\u7801\uff1a<\/strong>\u00a0\u53ef\u4ee5\u5c06\u63d0\u793a\u89c6\u4e3a\u4e00\u79cd\u7528\u81ea\u7136\u8bed\u8a00\u7f16\u5199\u7684\u7a0b\u5e8f\uff0c\u7528\u6765\u6307\u5bfc\u6a21\u578b\u5b8c\u6210\u4efb\u52a1\u3002<\/li>\n<li><strong>\u7cfb\u7edf\u601d\u7ef4\uff1a<\/strong>\u00a0<strong>\u8981\u50cf\u5bf9\u5f85\u4ee3\u7801\u4e00\u6837\u5bf9\u5f85\u63d0\u793a<\/strong>\uff0c\u5305\u62ec\u7248\u672c\u63a7\u5236\uff0c\u8ddf\u8e2a\u5b9e\u9a8c\u7b49\u3002\u9700\u8981\u8003\u8651\u63d0\u793a\u5982\u4f55\u878d\u5165\u6574\u4e2a\u7cfb\u7edf\uff0c\u5305\u62ec\u6570\u636e\u6765\u6e90\u3001\u6570\u636e\u5904\u7406\u548c\u6a21\u578b\u5728\u7cfb\u7edf\u4e2d\u7684\u4f5c\u7528\u3002<\/li>\n<\/ul>\n<h4>3.3\u00a0<strong>\u62e5\u62b1\u8fed\u4ee3\u548c\u5b9e\u9a8c<\/strong><\/h4>\n<ul>\n<li><strong>\u8bd5\u9519\u662f\u5e38\u6001\uff1a<\/strong>\u00a0\u63d0\u793a\u5de5\u7a0b\u662f\u4e00\u4e2a\u8bd5\u9519\u7684\u8fc7\u7a0b\uff0c\u9700\u8981\u4e0d\u65ad\u5c1d\u8bd5\u4e0d\u540c\u7684\u63d0\u793a\uff0c\u5e76\u6839\u636e\u6a21\u578b\u7684\u53cd\u9988\u8fdb\u884c\u8c03\u6574\u3002<\/li>\n<li><strong>\u91cd\u542f\u6309\u94ae\uff1a<\/strong>\u00a0\u6a21\u578b\u6709\u4e00\u4e2a\u201c\u91cd\u542f\u6309\u94ae\u201d\uff0c\u4f60\u53ef\u4ee5\u968f\u65f6\u56de\u5230\u8d77\u70b9\uff0c\u4ece\u5934\u5f00\u59cb\u5c1d\u8bd5\u4e0d\u540c\u7684\u65b9\u6cd5\uff0c\u800c\u4e0d\u4f1a\u53d7\u5230\u4e4b\u524d\u5b9e\u9a8c\u7684\u5e72\u6270\u3002<\/li>\n<li><strong>\u9891\u7e41\u8fed\u4ee3\uff1a<\/strong>\u00a0\u6709\u6548\u7684\u63d0\u793a\u5de5\u7a0b\u9700\u8981\u9891\u7e41\u5730\u4e0e\u6a21\u578b\u8fdb\u884c\u4e92\u52a8\uff0c\u8fdb\u884c\u591a\u6b21\u7684<strong>\u6765\u56de\u8fed\u4ee3<\/strong>\uff0c\u800c\u4e0d\u662f\u671f\u671b\u4e00\u6b21\u5c31\u80fd\u5f97\u5230\u5b8c\u7f8e\u7684\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<h4>3.4\u00a0<strong>\u7406\u89e3\u6a21\u578b\u7684\u5fc3\u667a<\/strong><\/h4>\n<ul>\n<li><strong>\u6a21\u578b\u89c6\u89d2\uff1a<\/strong>\u00a0\u5c1d\u8bd5\u4ece\u6a21\u578b\u7684\u89d2\u5ea6\u601d\u8003\u4f60\u7684\u6307\u4ee4\uff0c\u7406\u89e3\u6a21\u578b\u53ef\u80fd\u5982\u4f55\u7406\u89e3\u4f60\u7684\u8981\u6c42\u3002\u8fd9\u9700\u8981\u4f60<strong>\u626e\u6f14\u6a21\u578b<\/strong>\u7684\u89d2\u8272\uff0c\u6a21\u62df\u5b83\u7684\u601d\u7ef4\u65b9\u5f0f\u3002<\/li>\n<li><strong>\u9605\u8bfb\u6a21\u578b\u8f93\u51fa\uff1a<\/strong>\u00a0\u4ed4\u7ec6\u9605\u8bfb\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u4e0d\u4ec5\u8981\u5173\u6ce8\u7ed3\u679c\u662f\u5426\u6b63\u786e\uff0c\u8fd8\u8981\u7406\u89e3\u6a21\u578b\u7684\u63a8\u7406\u8fc7\u7a0b\u3002<strong>\u4ece\u8f93\u51fa\u4e2d\u5b66\u4e60<\/strong>\uff0c\u4e86\u89e3\u6a21\u578b\u662f\u5982\u4f55\u7406\u89e3\u4f60\u7684\u6307\u4ee4\u7684\u3002<\/li>\n<li><strong>\u63a2\u7a76\u6a21\u578b\u9519\u8bef\uff1a<\/strong>\u00a0\u4e0d\u8981\u5ffd\u89c6\u6a21\u578b\u72af\u7684\u9519\u8bef\uff0c<strong>\u8be2\u95ee\u6a21\u578b\u4e3a\u4ec0\u4e48\u4f1a\u72af\u9519<\/strong>\uff0c\u5e76\u5c1d\u8bd5\u7406\u89e3\u9519\u8bef\u7684\u539f\u56e0\uff0c\u751a\u81f3\u53ef\u4ee5\u8bf7\u6a21\u578b\u4fee\u6539\u6307\u4ee4\u3002\u6a21\u578b\u6709\u65f6\u80fd\u591f\u6307\u51fa\u6307\u4ee4\u4e2d\u4e0d\u6e05\u6670\u7684\u5730\u65b9\uff0c\u5e76\u7ed9\u51fa\u6539\u8fdb\u5efa\u8bae\u3002<\/li>\n<\/ul>\n<h4>3.5\u00a0<strong>\u5904\u7406\u8fb9\u7f18\u60c5\u51b5<\/strong><\/h4>\n<ul>\n<li><strong>\u9884\u6d4b\u9519\u8bef\uff1a<\/strong>\u00a0<strong>\u9884\u60f3\u6a21\u578b\u53ef\u80fd\u51fa\u9519\u7684\u60c5\u51b5<\/strong>\uff0c\u5e76\u8bbe\u8ba1\u76f8\u5e94\u7684\u63d0\u793a\u6765\u5904\u7406\u8fd9\u4e9b\u9519\u8bef\u3002\u8003\u8651\u6a21\u578b\u5728\u9047\u5230\u4e0d\u5bfb\u5e38\u7684\u8f93\u5165\u6216\u9519\u8bef\u65f6\u7684\u53cd\u5e94\uff0c\u4f8b\u5982\uff1a\n<ul>\n<li><strong>\u63d0\u4f9b\u5907\u9009\u65b9\u6848\uff1a<\/strong>\u00a0\u5982\u679c\u6a21\u578b\u4e0d\u786e\u5b9a\u5982\u4f55\u5904\u7406\u67d0\u4e9b\u8f93\u5165\uff0c\u7ed9\u5b83\u4e00\u4e2a\u201c\u51fa\u53e3\u201d\uff0c\u4f8b\u5982\u8ba9\u5b83\u8f93\u51fa\u201c\u4e0d\u786e\u5b9a\u201d\u7684\u6807\u7b7e\u3002<\/li>\n<li><strong>\u6d4b\u8bd5\u6781\u7aef\u60c5\u51b5\uff1a<\/strong>\u00a0\u5c1d\u8bd5\u7528\u5404\u79cd\u6781\u7aef\u60c5\u51b5\uff08\u4f8b\u5982\u7a7a\u5b57\u7b26\u4e32\u3001\u4e0d\u7b26\u5408\u9884\u671f\u7684\u8f93\u5165\uff09\u6765\u6d4b\u8bd5\u4f60\u7684\u63d0\u793a\uff0c\u4ee5\u786e\u4fdd\u6a21\u578b\u5728\u5404\u79cd\u60c5\u51b5\u4e0b\u90fd\u80fd\u6b63\u5e38\u5de5\u4f5c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>3.6\u00a0<strong>\u5c0a\u91cd\u6a21\u578b\u7684\u80fd\u529b<\/strong><\/h4>\n<ul>\n<li><strong>\u4e0d\u8981\u4f4e\u4f30\u6a21\u578b\uff1a<\/strong>\u00a0\u4e0d\u8981\u8ba4\u4e3a\u6a21\u578b\u5f88\u7b28\uff0c\u800c\u9700\u8981\u201c\u54c4\u9a97\u201d\u5b83\u624d\u80fd\u5de5\u4f5c\u3002<strong>\u8981\u5c0a\u91cd\u6a21\u578b\u7684\u80fd\u529b<\/strong>\uff0c\u7ed9\u5b83\u8db3\u591f\u7684\u4e0a\u4e0b\u6587\u548c\u4fe1\u606f\uff0c\u8ba9\u5b83\u80fd\u591f\u7406\u89e3\u4f60\u7684\u76ee\u6807\u3002<\/li>\n<li><strong>\u76f4\u63a5\u7ed9\u51fa\u4fe1\u606f\uff1a<\/strong>\u00a0\u5f53\u4f60\u60f3\u8ba9\u6a21\u578b\u5b66\u4e60\u4e00\u79cd\u65b0\u7684\u6280\u672f\u65f6\uff0c\u53ef\u4ee5\u76f4\u63a5\u7ed9\u5b83\u76f8\u5173\u7684\u8bba\u6587\u6216\u6587\u6863\uff0c\u800c\u4e0d\u662f\u5c1d\u8bd5\u7528\u81ea\u5df1\u7684\u8bed\u8a00\u6765\u63cf\u8ff0\u3002<\/li>\n<li><strong>\u907f\u514d\u8fc7\u5ea6\u7b80\u5316\uff1a<\/strong>\u00a0\u4e0d\u8981\u523b\u610f\u7b80\u5316\u4f60\u7684\u6307\u4ee4\uff0c\u8981\u76f8\u4fe1\u6a21\u578b\u80fd\u591f\u5904\u7406\u590d\u6742\u7684\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<h4>3.7\u00a0<strong>\u5229\u7528\u6a21\u578b\u8f85\u52a9<\/strong><\/h4>\n<ul>\n<li><strong>\u6a21\u578b\u751f\u6210\u793a\u4f8b\uff1a<\/strong>\u00a0\u4f7f\u7528\u6a21\u578b\u751f\u6210\u4f8b\u5b50\uff0c\u7136\u540e\u4f60\u518d\u8fdb\u884c\u4fee\u6539\uff0c\u53ef\u4ee5\u66f4\u5feb\u7684\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u63d0\u793a\u3002<\/li>\n<li><strong>\u6a21\u578b\u8fdb\u884c\u8bbf\u8c08\uff1a<\/strong>\u00a0\u8ba9\u6a21\u578b\u91c7\u8bbf\u4f60\uff0c\u63d0\u53d6\u4f60\u8111\u6d77\u4e2d\u7684\u4fe1\u606f\uff0c\u5e76\u5c06\u8fd9\u4e9b\u4fe1\u606f\u8f6c\u5316\u4e3a\u63d0\u793a\u3002<\/li>\n<\/ul>\n<h4>3.8\u00a0<strong>\u4e0d\u8981\u8ff7\u4fe1\u5b8c\u7f8e\u63d0\u793a<\/strong><\/h4>\n<ul>\n<li><strong>\u6ca1\u6709\u5b8c\u7f8e\uff1a<\/strong>\u00a0\u4e0d\u8981\u9677\u5165\u201c\u5bfb\u627e\u5b8c\u7f8e\u63d0\u793a\u201d\u7684\u9677\u9631\uff0c\u8981\u660e\u767d\u603b\u6709\u8fdb\u6b65\u7684\u7a7a\u95f4\u3002<\/li>\n<li><strong>\u6301\u7eed\u5b66\u4e60\uff1a<\/strong>\u00a0\u6bcf\u6b21\u4e0e\u6a21\u578b\u7684\u4e92\u52a8\u90fd\u662f\u4e00\u6b21\u5b66\u4e60\u7684\u673a\u4f1a\uff0c\u6bcf\u6b21\u5c1d\u8bd5\u90fd\u80fd\u8ba9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u6a21\u578b\u3002<\/li>\n<li><strong>\u4e13\u6ce8\u8fb9\u754c\u63a2\u7d22\uff1a<\/strong>\u00a0\u5c1d\u8bd5\u8ba9\u6a21\u578b\u505a\u4e00\u4e9b\u4f60\u8ba4\u4e3a\u5b83\u505a\u4e0d\u5230\u7684\u4e8b\u60c5\uff0c\u901a\u8fc7\u63a2\u7d22\u6a21\u578b\u7684\u8fb9\u754c\u6765\u5b66\u4e60\u3002<\/li>\n<\/ul>\n<h4>3.9\u00a0<strong>\u533a\u5206\u4e0d\u540c\u573a\u666f<\/strong><\/h4>\n<ul>\n<li><strong>\u7814\u7a76\u4e0e\u4f01\u4e1a\uff1a<\/strong>\u00a0\u5728\u7814\u7a76\u73af\u5883\u4e2d\uff0c\u4f60\u53ef\u80fd\u66f4\u6ce8\u91cd\u591a\u6837\u6027\u548c\u63a2\u7d22\u6027\uff0c\u800c\u5728\u4f01\u4e1a\u73af\u5883\u4e2d\uff0c\u4f60\u53ef\u80fd\u66f4\u6ce8\u91cd\u53ef\u9760\u6027\u548c\u4e00\u81f4\u6027\u3002<\/li>\n<li><strong>\u4eba\u673a\u5bf9\u8bdd\u4e0e\u7cfb\u7edf\u5e94\u7528\uff1a<\/strong>\u00a0\u5728\u4eba\u673a\u5bf9\u8bdd\u4e2d\uff0c\u4f60\u53ef\u80fd\u4f1a\u8fdb\u884c\u591a\u6b21\u8fed\u4ee3\uff0c\u4f46\u5728\u7cfb\u7edf\u5e94\u7528\u4e2d\uff0c\u4f60\u9700\u8981\u4e00\u6b21\u6027\u7f16\u5199\u51fa\u80fd\u591f\u5904\u7406\u5404\u79cd\u60c5\u51b5\u7684\u63d0\u793a\u3002<\/li>\n<\/ul>\n<h4>3.10\u00a0<strong>\u4f7f\u7528\u5143\u63d0\u793a (Meta Prompts)<\/strong><\/h4>\n<ul>\n<li><strong>\u751f\u6210\u63d0\u793a\u7684\u63d0\u793a\uff1a<\/strong>\u00a0\u53ef\u4ee5\u4f7f\u7528\u201c\u5143\u63d0\u793a\u201d\u6765\u8ba9\u6a21\u578b\u751f\u6210\u4f60\u9700\u8981\u7684\u8f93\u51fa\u6216\u67e5\u8be2\u3002\u4f60\u53ef\u4ee5\u76f4\u63a5\u7ed9\u6a21\u578b\u4e00\u7bc7\u5173\u4e8e\u63d0\u793a\u6280\u5de7\u7684\u8bba\u6587\uff0c\u7136\u540e\u8ba9\u5b83\u751f\u6210\u4e00\u4e2a\u5143\u63d0\u793a\uff0c\u6765\u8ba9\u5176\u4ed6\u6a21\u578b\u6267\u884c\u8be5\u6280\u5de7\u3002<\/li>\n<\/ul>\n<p>\u603b\u4e4b\uff0c\u4e0e\u6a21\u578b\u8fdb\u884c\u6709\u6548\u4e92\u52a8\u9700\u8981\u6e05\u6670\u7684\u6c9f\u901a\uff0c\u7cfb\u7edf\u7684\u601d\u7ef4\uff0c\u6301\u7eed\u7684\u5b9e\u9a8c\uff0c\u6df1\u523b\u7684\u7406\u89e3\u4ee5\u53ca\u5bf9\u6a21\u578b\u80fd\u529b\u7684\u5c0a\u91cd\u3002\u540c\u65f6\uff0c\u6709\u6548\u5730\u5229\u7528\u6a21\u578b\u7684\u8f85\u52a9\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u5feb\u7684\u8fed\u4ee3\u548c\u4f18\u5316\u4f60\u7684\u63d0\u793a\u3002\u8bb0\u4f4f\uff0c\u6ca1\u6709\u5b8c\u7f8e\u7684\u63d0\u793a\uff0c\u53ea\u6709\u4e0d\u65ad\u7684\u5b66\u4e60\u548c\u6539\u8fdb\u3002<\/p>\n<h3>4. \u5173\u4e8e Prompt \u7684\u5e38\u89c1\u8bef\u89e3<\/h3>\n<h4>4.1\u00a0<strong>\u63d0\u793a\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u6307\u4ee4\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u4eba\u4eec\u5e38\u5e38\u8ba4\u4e3a\u63d0\u793a\u53ea\u662f\u7ed9\u6a21\u578b\u7684\u7b80\u5355\u6307\u4ee4\uff0c\u5c31\u50cf\u5728\u641c\u7d22\u5f15\u64ce\u4e2d\u8f93\u5165\u5173\u952e\u8bcd\u4e00\u6837\u3002\u4ed6\u4eec\u53ef\u80fd\u4f1a\u8ba4\u4e3a\u53ea\u9700\u8981\u8f93\u5165\u4e00\u4e9b\u5173\u952e\u8bcd\u5c31\u53ef\u4ee5\u8ba9\u6a21\u578b\u5b8c\u6210\u4efb\u52a1\uff0c\u800c\u5ffd\u7565\u4e86\u6e05\u6670\u548c\u7cbe\u786e\u6c9f\u901a\u7684\u91cd\u8981\u6027\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0\u5b9e\u9645\u4e0a\uff0c<strong>\u63d0\u793a\u662f\u4e00\u79cd\u590d\u6742\u7684\u7f16\u7a0b\u65b9\u5f0f<\/strong>\uff0c\u9700\u8981\u50cf\u5bf9\u5f85\u4ee3\u7801\u4e00\u6837\u5bf9\u5f85\uff0c\u5305\u62ec\u7248\u672c\u63a7\u5236\u548c\u8ddf\u8e2a\u5b9e\u9a8c\u3002\u597d\u7684\u63d0\u793a\u9700\u8981\u7ecf\u8fc7\u7cbe\u5fc3\u7684\u8bbe\u8ba1\u548c\u8fed\u4ee3\uff0c\u4ee5\u786e\u4fdd\u6a21\u578b\u80fd\u591f\u51c6\u786e\u7406\u89e3\u4efb\u52a1\u5e76\u4ea7\u751f\u671f\u671b\u7684\u8f93\u51fa\u3002<\/li>\n<\/ul>\n<h4><strong>4.2 \u63d0\u793a\u662f\u9759\u6001\u7684\uff0c\u4e00\u6b21\u7f16\u5199\u5373\u53ef\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u6709\u4e9b\u4eba\u8ba4\u4e3a\u7f16\u5199\u63d0\u793a\u5c31\u50cf\u5199\u4e00\u7bc7\u6587\u7ae0\u4e00\u6837\uff0c\u5199\u5b8c\u5c31\u5b8c\u6210\u4e86\uff0c\u4e0d\u9700\u8981\u518d\u505a\u4fee\u6539\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0\u63d0\u793a\u5de5\u7a0b\u662f\u4e00\u4e2a<strong>\u8fed\u4ee3\u8fc7\u7a0b<\/strong>\uff0c\u9700\u8981\u4e0d\u65ad\u5730\u5c1d\u8bd5\u3001\u4fee\u6539\u548c\u4f18\u5316\u3002\u4f60\u9700\u8981\u4e0e\u6a21\u578b\u8fdb\u884c\u591a\u6b21\u7684<strong>\u6765\u56de\u4e92\u52a8<\/strong>\uff0c\u5e76\u901a\u8fc7\u9605\u8bfb\u6a21\u578b\u8f93\u51fa\u548c\u5206\u6790\u9519\u8bef\u6765\u6539\u8fdb\u4f60\u7684\u63d0\u793a\u3002\u6709\u6548\u7684\u63d0\u793a\u5de5\u7a0b\u9700\u8981<strong>\u62e5\u62b1\u5b9e\u9a8c\u548c\u53cd\u9988<\/strong>\uff0c\u800c\u4e0d\u662f\u671f\u671b\u4e00\u6b65\u5230\u4f4d\u3002<\/li>\n<\/ul>\n<h4><strong>4.3 \u63d0\u793a\u9700\u8981\u5b8c\u7f8e\u7684\u8bed\u6cd5\u548c\u6807\u70b9\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u4eba\u4eec\u5e38\u5e38\u8ba4\u4e3a\u4e3a\u4e86\u8ba9\u6a21\u578b\u7406\u89e3\uff0c\u63d0\u793a\u5fc5\u987b\u4f7f\u7528\u5b8c\u7f8e\u7684\u8bed\u6cd5\u548c\u6807\u70b9\u7b26\u53f7\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0\u867d\u7136\u6ce8\u610f\u7ec6\u8282\u662f\u91cd\u8981\u7684\uff0c\u4f46<strong>\u6a21\u578b\u901a\u5e38\u80fd\u591f\u7406\u89e3\u5305\u542b\u62fc\u5199\u9519\u8bef\u6216\u8bed\u6cd5\u4e0d\u5b8c\u7f8e\u7684\u63d0\u793a<\/strong>\u3002\u91cd\u8981\u7684\u662f<strong>\u6982\u5ff5\u7684\u6e05\u6670\u5ea6<\/strong>\uff0c\u800c\u4e0d\u662f\u8bed\u6cd5\u7684\u5b8c\u7f8e\u3002\u867d\u7136\u5728\u6700\u7ec8\u7684\u63d0\u793a\u4e2d\u4fee\u6b63\u9519\u8bef\u662f\u597d\u7684\uff0c\u4f46\u5728\u8fed\u4ee3\u8fc7\u7a0b\u4e2d\u4e0d\u5b8c\u7f8e\u4e5f\u662f\u53ef\u4ee5\u63a5\u53d7\u7684\u3002<\/li>\n<\/ul>\n<h4><strong>4.4 \u6a21\u578b\u9700\u8981\u88ab\u201c\u54c4\u9a97\u201d\u624d\u80fd\u5de5\u4f5c\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u4e00\u4e9b\u4eba\u8ba4\u4e3a\u6a21\u578b\u5f88\u7b28\uff0c\u9700\u8981\u4f7f\u7528\u4e00\u4e9b\u6280\u5de7\u6216\u201c\u8c0e\u8a00\u201d\u6765\u5f15\u5bfc\u5b83\u5b8c\u6210\u4efb\u52a1\uff0c\u4f8b\u5982\u7ed9\u6a21\u578b\u8d4b\u4e88\u4e00\u4e2a\u865a\u5047\u7684\u8eab\u4efd\u6216\u89d2\u8272\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0<strong>\u6a21\u578b\u5177\u6709\u5f88\u5f3a\u7684\u7406\u89e3\u80fd\u529b<\/strong>\uff0c\u4f60\u4e0d\u9700\u8981\u201c\u54c4\u9a97\u201d\u5b83\u3002\u4f60\u5e94\u8be5<strong>\u5c0a\u91cd\u6a21\u578b<\/strong>\uff0c\u5e76\u76f4\u63a5\u7ed9\u5b83\u63d0\u4f9b\u6e05\u6670\u3001\u51c6\u786e\u7684\u4fe1\u606f\uff0c\u8ba9\u5b83\u7406\u89e3\u4f60\u7684\u76ee\u6807\u3002<strong>\u76f4\u63a5\u63cf\u8ff0\u4f60\u7684\u4efb\u52a1<\/strong>\uff0c\u800c\u4e0d\u662f\u4f7f\u7528\u6bd4\u55bb\u6216\u76f8\u4f3c\u7684\u4efb\u52a1\u6765\u5f15\u5bfc\u6a21\u578b\u3002<\/li>\n<\/ul>\n<h4><strong>4.5 \u63d0\u793a\u5de5\u7a0b\u7684\u6838\u5fc3\u5728\u4e8e\u7f16\u5199\u5b8c\u7f8e\u7684\u6307\u4ee4\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u6709\u4eba\u8ba4\u4e3a\u63d0\u793a\u5de5\u7a0b\u7684\u91cd\u70b9\u5728\u4e8e\u627e\u5230\u5b8c\u7f8e\u7684\u6307\u4ee4\uff0c\u5e76\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u7422\u78e8\u6bcf\u4e2a\u8bcd\u8bed\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0\u867d\u7136\u7cbe\u786e\u7684\u6307\u4ee4\u5f88\u91cd\u8981\uff0c\u4f46\u66f4\u91cd\u8981\u7684\u662f<strong>\u7406\u89e3\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406<\/strong>\uff0c\u5e76\u901a\u8fc7<strong>\u9605\u8bfb\u6a21\u578b\u7684\u8f93\u51fa\u6765\u5b66\u4e60<\/strong>\u3002<strong>\u7406\u89e3\u6a21\u578b\u7684\u601d\u7ef4\u65b9\u5f0f<\/strong>\uff0c\u4ee5\u53ca<strong>\u5b83\u5982\u4f55\u5904\u7406\u4e0d\u540c\u7684\u8f93\u5165<\/strong>\uff0c\u6bd4\u8ffd\u6c42\u5b8c\u7f8e\u7684\u6307\u4ee4\u66f4\u91cd\u8981\u3002\u597d\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u5e94\u8be5\u80fd\u591f<strong>\u4ece\u6a21\u578b\u7684\u8f93\u51fa\u4e2d\u63d0\u53d6\u4fe1\u53f7<\/strong>\uff0c\u5e76\u7406\u89e3\u5176\u63a8\u7406\u8fc7\u7a0b\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u770b\u7ed3\u679c\u662f\u5426\u6b63\u786e\u3002<\/li>\n<\/ul>\n<h4><strong>4.6 \u63d0\u793a\u5de5\u7a0b\u4ec5\u4ec5\u662f\u5199\u4f5c\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u4e00\u4e9b\u4eba\u8ba4\u4e3a\uff0c\u63d0\u793a\u5de5\u7a0b\u7684\u6838\u5fc3\u80fd\u529b\u5728\u4e8e\u5199\u4f5c\u6280\u5de7\uff0c\u8ba4\u4e3a\u597d\u7684\u4f5c\u5bb6\u81ea\u7136\u4f1a\u6210\u4e3a\u597d\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0\u867d\u7136\u826f\u597d\u7684\u5199\u4f5c\u80fd\u529b\u662f\u5fc5\u8981\u7684\uff0c\u4f46\u5b83<strong>\u4e0d\u662f\u63d0\u793a\u5de5\u7a0b\u7684\u6838\u5fc3\u80fd\u529b<\/strong>\u3002\u597d\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981\u5177\u5907<strong>\u5b9e\u9a8c\u7cbe\u795e\u3001\u7cfb\u7edf\u601d\u7ef4\u3001\u95ee\u9898\u89e3\u51b3\u80fd\u529b<\/strong>\u4ee5\u53ca<strong>\u7406\u89e3\u6a21\u578b\u5fc3\u667a\u7684\u80fd\u529b<\/strong>\u3002<strong>\u8fed\u4ee3\u548c\u6d4b\u8bd5<\/strong>\u6bd4\u5355\u7eaf\u7684\u5199\u4f5c\u6280\u5de7\u66f4\u91cd\u8981\u3002<\/li>\n<\/ul>\n<h4><strong>4.7 \u5e94\u8be5\u907f\u514d\u7ed9\u6a21\u578b\u63d0\u4f9b\u592a\u591a\u4fe1\u606f\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u4e00\u4e9b\u4eba\u62c5\u5fc3\u7ed9\u6a21\u578b\u63d0\u4f9b\u592a\u591a\u4fe1\u606f\u4f1a\u8ba9\u5b83\u611f\u5230\u56f0\u60d1\uff0c\u56e0\u6b64\u8bd5\u56fe\u7b80\u5316\u6307\u4ee4\u5e76\u9690\u85cf\u590d\u6742\u6027\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u63d0\u5347\uff0c\u5b83\u4eec\u80fd\u591f\u5904\u7406<strong>\u66f4\u591a\u7684\u4fe1\u606f\u548c\u4e0a\u4e0b\u6587<\/strong>\u3002<strong>\u4f60\u5e94\u8be5\u4fe1\u4efb\u6a21\u578b<\/strong>\uff0c\u7ed9\u5b83\u8db3\u591f\u7684\u4fe1\u606f\uff0c\u8ba9\u5b83\u80fd\u591f\u66f4\u597d\u5730\u7406\u89e3\u4f60\u7684\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<h4><strong>4.8 \u591a\u793a\u4f8b\u63d0\u793a\u603b\u662f\u66f4\u597d\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u4eba\u4eec\u53ef\u80fd\u8ba4\u4e3a\u63d0\u4f9b\u5927\u91cf\u7684\u793a\u4f8b\u662f\u63d0\u9ad8\u6a21\u578b\u6027\u80fd\u7684\u552f\u4e00\u65b9\u6cd5\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0\u867d\u7136\u793a\u4f8b\u6709\u52a9\u4e8e\u6307\u5bfc\u6a21\u578b\uff0c\u4f46\u8fc7\u591a\u7684\u793a\u4f8b\u53ef\u80fd\u4f1a<strong>\u9650\u5236\u6a21\u578b\u7684\u521b\u9020\u6027\u548c\u591a\u6837\u6027<\/strong>\u3002\u5728\u7814\u7a76\u73af\u5883\u4e2d\uff0c<strong>\u4f7f\u7528\u8bf4\u660e\u6027\u793a\u4f8b\u800c\u975e\u5177\u4f53\u793a\u4f8b<\/strong>\u53ef\u80fd\u66f4\u6709\u6548\uff0c\u56e0\u4e3a\u8fd9\u6837\u53ef\u4ee5\u9f13\u52b1\u6a21\u578b\u601d\u8003\u4efb\u52a1\u672c\u8eab\uff0c\u800c\u4e0d\u662f\u4ec5\u4ec5\u590d\u5236\u793a\u4f8b\u3002<\/li>\n<\/ul>\n<h4><strong>4.9 \u6a21\u578b\u4f1a\u50cf\u4eba\u4e00\u6837\u601d\u8003\u548c\u63a8\u7406\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u4eba\u4eec\u53ef\u80fd\u8ba4\u4e3a\u6a21\u578b\u4f1a\u50cf\u4eba\u4e00\u6837\u8fdb\u884c\u63a8\u7406\uff0c\u5e76\u4e14\u7406\u89e3\u201c\u601d\u8003\u6b65\u9aa4\u201d\u7684\u63d0\u793a\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0\u867d\u7136\u6a21\u578b\u53ef\u4ee5\u6a21\u4eff\u63a8\u7406\u8fc7\u7a0b\uff0c\u4f8b\u5982\u901a\u8fc7<strong>\u94fe\u5f0f\u601d\u8003\uff08chain-of-thought\uff09<\/strong>\uff0c\u4f46\u5b83\u4e0d\u4e00\u5b9a\u662f\u771f\u6b63\u7684\u63a8\u7406\u3002\u6a21\u578b\u53ea\u662f\u6839\u636e\u4f60\u7ed9\u51fa\u7684\u6307\u4ee4\u548c\u793a\u4f8b\u8fdb\u884c\u6587\u672c\u751f\u6210\u3002\u91cd\u8981\u7684\u662f\u8981\u7406\u89e3\uff0c<strong>\u6a21\u578b\u548c\u4eba\u7c7b\u7684\u601d\u8003\u65b9\u5f0f\u4e0d\u540c<\/strong>\uff0c\u4e0d\u8981\u8fc7\u5ea6\u62df\u4eba\u5316\u6a21\u578b\u7684\u884c\u4e3a\u3002<\/li>\n<\/ul>\n<h4>4.10<strong>\u00a0\u89d2\u8272\u626e\u6f14\u63d0\u793a\u603b\u662f\u6709\u6548\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u4e00\u4e9b\u4eba\u8ba4\u4e3a\uff0c\u8ba9\u6a21\u578b\u626e\u6f14\u4e00\u4e2a\u7279\u5b9a\u7684\u89d2\u8272\uff08\u4f8b\u5982\u201c\u4f60\u662f\u4e00\u4f4d\u8001\u5e08\u201d\uff09\u53ef\u4ee5\u63d0\u9ad8\u5176\u6027\u80fd\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0\u89d2\u8272\u626e\u6f14\u63d0\u793a\u53ef\u80fd\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u6709\u6548\uff0c\u4f46\u5e76\u975e\u603b\u662f\u5fc5\u8981\u3002\u00a0<strong>\u76f4\u63a5\u63cf\u8ff0\u4f60\u60f3\u8981\u5b8c\u6210\u7684\u4efb\u52a1<\/strong>\uff0c\u6bd4\u5047\u88c5\u6a21\u578b\u662f\u4e00\u4e2a\u4e0d\u540c\u7684\u4eba\u66f4\u6709\u6548\u3002\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u63d0\u5347\uff0c\u76f4\u63a5\u7ed9\u51fa\u4efb\u52a1\u63cf\u8ff0\u548c\u4e0a\u4e0b\u6587\uff0c\u800c\u4e0d\u662f\u8d4b\u4e88\u5176\u4e00\u4e2a\u865a\u5047\u8eab\u4efd\uff0c\u53ef\u80fd\u4f1a\u66f4\u597d\u3002<\/li>\n<\/ul>\n<h4><strong>4.11 \u4e00\u65e6\u627e\u5230\u597d\u7684\u63d0\u793a\uff0c\u5b83\u5c06\u6c38\u8fdc\u6709\u6548\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u8bef\u89e3\uff1a<\/strong>\u00a0\u6709\u4e9b\u4eba\u8ba4\u4e3a\u4e00\u65e6\u627e\u5230\u4e00\u4e2a\u6709\u6548\u7684\u63d0\u793a\uff0c\u5b83\u5c31\u53ef\u4ee5\u6c38\u8fdc\u4f7f\u7528\uff0c\u4e0d\u9700\u8981\u518d\u505a\u8c03\u6574\u3002<\/li>\n<li><strong>\u4e8b\u5b9e\uff1a<\/strong>\u00a0\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u4e0d\u65ad\u63d0\u5347\uff0c<strong>\u6709\u6548\u7684\u63d0\u793a\u4e5f\u53ef\u80fd\u8fc7\u65f6<\/strong>\u3002\u4e00\u4e9b\u63d0\u793a\u6280\u5de7\u53ef\u80fd\u4f1a\u88ab\u8bad\u7ec3\u5230\u6a21\u578b\u4e2d\uff0c\u4f7f\u5176\u4e0d\u518d\u9700\u8981\u663e\u5f0f\u5730\u63d0\u793a\u3002\u4f60\u9700\u8981<strong>\u6301\u7eed\u5b66\u4e60\u548c\u9002\u5e94<\/strong>\uff0c\u4ee5\u5e94\u5bf9\u6a21\u578b\u7684\u53d8\u5316\u3002<\/li>\n<\/ul>\n<p>\u7406\u89e3\u8fd9\u4e9b\u5e38\u89c1\u7684\u8bef\u89e3\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u6709\u6548\u5730\u4e0e\u6a21\u578b\u4e92\u52a8\uff0c\u5e76\u66f4\u597d\u5730\u5229\u7528\u63d0\u793a\u5de5\u7a0b\u6765\u5b8c\u6210\u5404\u79cd\u4efb\u52a1\u3002\u63d0\u793a\u5de5\u7a0b\u5e76\u975e\u53ea\u662f\u7b80\u5355\u7684\u6307\u4ee4\u8f93\u5165\uff0c\u800c\u662f\u4e00\u95e8\u9700\u8981\u6df1\u5165\u7406\u89e3\u548c\u5b9e\u8df5\u7684\u5b66\u79d1\u3002<\/p>\n<h3>5. \u4f01\u4e1a\u7ea7\u63d0\u793a vs. \u7814\u7a76\u63d0\u793a<\/h3>\n<p><strong>\u4f01\u4e1a\u7ea7\u63d0\u793a<\/strong>\u548c<strong>\u7814\u7a76\u7ea7\u63d0\u793a<\/strong>\u5728\u76ee\u6807\u3001\u65b9\u6cd5\u548c\u5173\u6ce8\u70b9\u4e0a\u5b58\u5728\u663e\u8457\u5dee\u5f02\u3002<\/p>\n<h4><strong>\u4f01\u4e1a\u7ea7\u63d0\u793a<\/strong><\/h4>\n<ul>\n<li><strong>\u5f3a\u8c03\u53ef\u9760\u6027<\/strong>\uff1a\u5728\u4f01\u4e1a\u5e94\u7528\u4e2d\uff0c\u53ef\u9760\u6027\u81f3\u5173\u91cd\u8981\u3002\u4f01\u4e1a\u7ea7\u63d0\u793a\u7684\u76ee\u6807\u662f\u786e\u4fdd\u6a21\u578b\u5728\u5404\u79cd\u60c5\u51b5\u4e0b\u90fd\u80fd\u4ea7\u751f\u4e00\u81f4\u4e14\u7b26\u5408\u9884\u671f\u7684\u7ed3\u679c\u3002\u8fd9\u901a\u5e38\u9700\u8981\u5927\u91cf\u7684\u4f8b\u5b50\u548c\u5177\u4f53\u7684\u6307\u5bfc\uff0c\u4ee5\u9650\u5236\u6a21\u578b\u7684\u81ea\u7531\u5ea6\u3002<\/li>\n<li><strong>\u6ce8\u91cd\u683c\u5f0f<\/strong>: \u4f01\u4e1a\u7ea7\u63d0\u793a\u975e\u5e38\u6ce8\u91cd\u8f93\u51fa\u7684\u683c\u5f0f\u3002\u5bf9\u4e8e\u5546\u4e1a\u5e94\u7528\uff0c\u8f93\u51fa\u683c\u5f0f\u7684\u7a33\u5b9a\u6027\u548c\u4e00\u81f4\u6027\u901a\u5e38\u6bd4\u591a\u6837\u6027\u66f4\u4e3a\u91cd\u8981\uff0c\u56e0\u4e3a\u8fd9\u4f1a\u5f71\u54cd\u5230\u7528\u6237\u754c\u9762\u7684\u5c55\u793a\u548c\u540e\u7eed\u6570\u636e\u5904\u7406\u7684\u6548\u7387\u3002<\/li>\n<li><strong>\u5173\u6ce8\u7528\u6237\u9700\u6c42<\/strong>\uff1a\u4f01\u4e1a\u7ea7\u63d0\u793a\u9700\u8981\u9ad8\u5ea6\u54cd\u5e94\u7528\u6237\u7684\u5177\u4f53\u9700\u6c42\u3002\u8fd9\u610f\u5473\u7740\u63d0\u793a\u9700\u8981\u80fd\u591f\u5904\u7406\u5404\u79cd\u4e0d\u540c\u7684\u8f93\u5165\uff0c\u5e76\u751f\u6210\u6ee1\u8db3\u7528\u6237\u7279\u5b9a\u9700\u6c42\u7684\u8f93\u51fa\u3002<\/li>\n<li><strong>\u7cfb\u7edf\u6027\u601d\u8003<\/strong>: \u4f01\u4e1a\u7ea7\u63d0\u793a\u901a\u5e38\u9700\u8981\u5c06\u63d0\u793a\u96c6\u6210\u5230\u66f4\u5927\u7684\u7cfb\u7edf\u4e2d\u8fdb\u884c\u8003\u8651\u3002\u8fd9\u5305\u62ec\u8003\u8651\u6570\u636e\u6765\u6e90\u3001\u5ef6\u8fdf\u3001\u4ee5\u53ca\u5982\u4f55\u5c06\u6a21\u578b\u4e0e\u5176\u4ed6\u7684\u8f6f\u4ef6\u548c\u6d41\u7a0b\u6574\u5408\u3002<\/li>\n<li><strong>\u5927\u91cf\u6d4b\u8bd5\u548c\u8fed\u4ee3<\/strong>\uff1a\u4f01\u4e1a\u7ea7\u63d0\u793a\u9700\u8981\u5728\u5404\u79cd\u8f93\u5165\u548c\u573a\u666f\u4e0b\u8fdb\u884c\u6d4b\u8bd5\uff0c\u4ee5\u786e\u4fdd\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u5177\u6709\u9ad8\u5ea6\u7684\u53ef\u9760\u6027\u548c\u7a33\u5b9a\u6027\u3002\u8fd9\u5305\u62ec\u6d4b\u8bd5\u5404\u79cd\u8fb9\u7f18\u60c5\u51b5\uff0c\u4ee5\u53ca\u7528\u6237\u53ef\u80fd\u8f93\u5165\u7684\u5404\u79cd\u5185\u5bb9\u3002<\/li>\n<li><strong>\u5173\u6ce8\u4e00\u81f4\u6027<\/strong>\uff1a\u5728\u4f01\u4e1a\u5e94\u7528\u4e2d\uff0c\u5373\u4f7f\u7b54\u6848\u662f\u91cd\u590d\u7684\uff0c\u53ea\u8981\u7b26\u5408\u9884\u671f\uff0c\u4e5f\u662f\u53ef\u4ee5\u63a5\u53d7\u7684\u3002\u8fd9\u4e0e\u7814\u7a76\u73af\u5883\u4e2d\u7684\u63a2\u7d22\u6027\u76ee\u6807\u4e0d\u540c\u3002<\/li>\n<li><strong>\u7740\u773c\u4e8e\u957f\u671f\u5e94\u7528<\/strong>: \u4f01\u4e1a\u7ea7\u63d0\u793a\u65e8\u5728\u6784\u5efa\u4e00\u4e2a\u53ef\u4ee5\u88ab\u91cd\u590d\u4f7f\u7528\u591a\u6b21\u7684\u7cfb\u7edf\u3002\u56e0\u6b64\uff0c\u4f01\u4e1a\u7ea7\u63d0\u793a\u9700\u8981\u6295\u5165\u66f4\u591a\u7684\u65f6\u95f4\u548c\u7cbe\u529b\u6765\u786e\u4fdd\u5176\u80fd\u591f\u53ef\u9760\u5730\u5de5\u4f5c\u3002<\/li>\n<li><strong>\u907f\u514d\u8fc7\u4e8e\u62bd\u8c61<\/strong>: \u4f01\u4e1a\u7ea7\u63d0\u793a\u5e94\u8be5\u907f\u514d\u8fc7\u4e8e\u62bd\u8c61\u7684\u6307\u4ee4\uff0c\u800c\u5e94\u8be5\u6e05\u6670\u5730\u63cf\u8ff0\u4efb\u52a1\u548c\u6240\u9700\u7684\u8f93\u51fa\u3002<\/li>\n<\/ul>\n<h4><strong>\u7814\u7a76\u7ea7\u63d0\u793a<\/strong><\/h4>\n<ul>\n<li><strong>\u5f3a\u8c03\u591a\u6837\u6027\u548c\u63a2\u7d22\u6027<\/strong>\uff1a\u7814\u7a76\u7ea7\u63d0\u793a\u7684\u76ee\u6807\u662f\u63a2\u7d22\u6a21\u578b\u7684\u5404\u79cd\u80fd\u529b\uff0c\u5e76\u53d1\u73b0\u6a21\u578b\u53ef\u80fd\u5b58\u5728\u7684\u65b0\u7684\u7528\u9014\u3002\u8fd9\u901a\u5e38\u9700\u8981\u51cf\u5c11\u5bf9\u6a21\u578b\u7684\u9650\u5236\uff0c\u9f13\u52b1\u6a21\u578b\u63a2\u7d22\u4e0d\u540c\u7684\u8f93\u51fa\u548c\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n<li><strong>\u503e\u5411\u4e8e\u5c11\u91cf\u793a\u4f8b\u6216\u65e0\u793a\u4f8b<\/strong>\uff1a\u4e3a\u4e86\u4e0d\u9650\u5236\u6a21\u578b\u7684\u63a2\u7d22\u8303\u56f4\uff0c\u7814\u7a76\u7ea7\u63d0\u793a\u901a\u5e38\u4f1a\u51cf\u5c11\u793a\u4f8b\u7684\u6570\u91cf\uff0c\u6216\u8005\u4e0d\u63d0\u4f9b\u5177\u4f53\u793a\u4f8b\u3002<\/li>\n<li><strong>\u5173\u6ce8\u8ba4\u77e5\u4efb\u52a1<\/strong>\uff1a\u7814\u7a76\u7ea7\u63d0\u793a\u66f4\u5173\u6ce8\u8ba4\u77e5\u4efb\u52a1\uff0c\u5373\u6a21\u578b\u5982\u4f55\u7406\u89e3\u548c\u89e3\u51b3\u590d\u6742\u7684\u95ee\u9898\u3002<\/li>\n<li><strong>\u91c7\u7528\u8bf4\u660e\u6027\u793a\u4f8b<\/strong>: \u5f53\u7814\u7a76\u7ea7\u63d0\u793a\u63d0\u4f9b\u793a\u4f8b\u65f6\uff0c\u8fd9\u4e9b\u4f8b\u5b50\u5f80\u5f80\u662f\u8bf4\u660e\u6027\u7684\uff0c\u800c\u4e0d\u662f\u5177\u4f53\u7684\u3002\u8fd9\u610f\u5473\u7740\u4f8b\u5b50\u4e0e\u6a21\u578b\u5b9e\u9645\u9700\u8981\u5904\u7406\u7684\u6570\u636e\u53ef\u80fd\u6709\u6240\u4e0d\u540c\uff0c\u76ee\u7684\u662f\u5e2e\u52a9\u6a21\u578b\u7406\u89e3\u4efb\u52a1\u7684\u672c\u8d28\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u6a21\u4eff\u4f8b\u5b50\u3002<\/li>\n<li><strong>\u5c1d\u8bd5\u65b0\u7684\u8fb9\u754c<\/strong>\uff1a\u7814\u7a76\u7ea7\u63d0\u793a\u7684\u76ee\u6807\u662f\u6311\u6218\u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c\uff0c\u53d1\u73b0\u6a21\u578b\u5728\u54ea\u4e9b\u65b9\u9762\u505a\u5f97\u597d\uff0c\u54ea\u4e9b\u65b9\u9762\u505a\u5f97\u4e0d\u597d\u3002\u8fd9\u5305\u62ec\u5c1d\u8bd5\u4e00\u4e9b\u6a21\u578b\u4e0d\u64c5\u957f\u7684\u4efb\u52a1\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7406\u89e3\u6a21\u578b\u7684\u5c40\u9650\u6027\u3002<\/li>\n<li><strong>\u66f4\u6ce8\u91cd\u7075\u6d3b\u548c\u591a\u6837\u5316\u7684\u8f93\u51fa<\/strong>: \u7814\u7a76\u7ea7\u63d0\u793a\u53ef\u80fd\u4f1a\u66f4\u4fa7\u91cd\u4e8e\u63a2\u7d22\u6a21\u578b\u53ef\u4ee5\u751f\u6210\u4ec0\u4e48\u6837\u7684\u8f93\u51fa\uff0c\u5373\u4f7f\u8fd9\u4e9b\u8f93\u51fa\u4e0d\u662f\u9ad8\u5ea6\u4e00\u81f4\u7684\u3002\u7814\u7a76\u7ea7\u63d0\u793a\u66f4\u6ce8\u91cd\u6a21\u578b\u5982\u4f55\u601d\u8003\uff0c\u4ee5\u53ca\u5176\u8f93\u51fa\u7684\u8d28\u91cf\u548c\u6df1\u5ea6\uff0c\u800c\u4e0d\u53ea\u662f\u7ed3\u679c\u662f\u5426\u6b63\u786e\u3002<\/li>\n<li><strong>\u66f4\u5177\u63a2\u7d22\u6027<\/strong>\uff1a\u7814\u7a76\u7ea7\u63d0\u793a\u66f4\u5177\u63a2\u7d22\u6027\uff0c\u53ef\u80fd\u4f1a\u66f4\u5c11\u5730\u5173\u6ce8\u4e00\u81f4\u6027\u6216\u683c\u5f0f\u3002\u7814\u7a76\u4eba\u5458\u4f1a\u66f4\u5173\u6ce8\u6a21\u578b\u5728\u9762\u5bf9\u65b0\u60c5\u51b5\u65f6\u7684\u53cd\u5e94\uff0c\u4ee5\u53ca\u5982\u4f55\u901a\u8fc7\u63d0\u793a\u6765\u5f15\u5bfc\u6a21\u578b\u7684\u63a2\u7d22\u65b9\u5411\u3002<\/li>\n<\/ul>\n<p><strong>\u603b\u7ed3<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u76ee\u6807\u4e0d\u540c<\/strong>\uff1a\u4f01\u4e1a\u7ea7\u63d0\u793a\u65e8\u5728\u89e3\u51b3\u5b9e\u9645\u95ee\u9898\uff0c\u5f3a\u8c03\u53ef\u9760\u6027\u548c\u4e00\u81f4\u6027\uff1b\u800c\u7814\u7a76\u7ea7\u63d0\u793a\u65e8\u5728\u63a2\u7d22\u6a21\u578b\u80fd\u529b\uff0c\u5f3a\u8c03\u591a\u6837\u6027\u548c\u521b\u65b0\u6027\u3002<\/li>\n<li><strong>\u65b9\u6cd5\u4e0d\u540c<\/strong>\uff1a\u4f01\u4e1a\u7ea7\u63d0\u793a\u901a\u5e38\u91c7\u7528\u5927\u91cf\u7684\u5177\u4f53\u793a\u4f8b\uff0c\u4ee5\u63a7\u5236\u6a21\u578b\u7684\u8f93\u51fa\uff1b\u800c\u7814\u7a76\u7ea7\u63d0\u793a\u901a\u5e38\u91c7\u7528\u5c11\u91cf\u793a\u4f8b\u6216\u65e0\u793a\u4f8b\uff0c\u4ee5\u9f13\u52b1\u6a21\u578b\u63a2\u7d22\u65b0\u7684\u53ef\u80fd\u6027\u3002<\/li>\n<li><strong>\u5173\u6ce8\u70b9\u4e0d\u540c<\/strong>\uff1a\u4f01\u4e1a\u7ea7\u63d0\u793a\u5173\u6ce8\u7528\u6237\u9700\u6c42\u548c\u7cfb\u7edf\u96c6\u6210\uff1b\u800c\u7814\u7a76\u7ea7\u63d0\u793a\u5173\u6ce8\u8ba4\u77e5\u8fc7\u7a0b\u548c\u6a21\u578b\u8fb9\u754c\u3002<\/li>\n<li><strong>\u5f00\u53d1\u548c\u6d4b\u8bd5\u5468\u671f\u4e0d\u540c<\/strong>: \u4f01\u4e1a\u7ea7\u63d0\u793a\u901a\u5e38\u9700\u8981\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u957f\u671f\u8fd0\u884c\uff0c\u56e0\u6b64\u9700\u8981\u66f4\u4e25\u683c\u7684\u6d4b\u8bd5\u548c\u8d28\u91cf\u63a7\u5236\uff1b\u800c\u7814\u7a76\u7ea7\u63d0\u793a\u7684\u6d4b\u8bd5\u548c\u8fed\u4ee3\u5468\u671f\u53ef\u80fd\u4f1a\u66f4\u77ed\uff0c\u76ee\u7684\u662f\u63a2\u7d22\u6a21\u578b\u7684\u5404\u79cd\u6f5c\u529b\u3002<\/li>\n<li><strong>\u5bf9\u5f85\u6a21\u578b\u7684\u65b9\u5f0f\u4e0d\u540c<\/strong>: \u4f01\u4e1a\u7ea7\u63d0\u793a\u6709\u65f6\u4f1a\u201c\u8fc1\u5c31\u201d\u6a21\u578b\uff0c\u786e\u4fdd\u6a21\u578b\u80fd\u591f\u6b63\u786e\u7406\u89e3\uff1b\u800c\u7814\u7a76\u7ea7\u63d0\u793a\u66f4\u503e\u5411\u4e8e\u201c\u5c0a\u91cd\u201d\u6a21\u578b\u7684\u80fd\u529b\uff0c\u7ed9\u6a21\u578b\u66f4\u591a\u7684\u81ea\u4e3b\u6743\u3002<\/li>\n<\/ul>\n<p>\u4f01\u4e1a\u7ea7\u63d0\u793a\u548c\u7814\u7a76\u7ea7\u63d0\u793a\u7684\u6839\u672c\u533a\u522b\u5728\u4e8e\u5b83\u4eec\u7684\u76ee\u7684\u548c\u5173\u6ce8\u70b9\u3002<\/p>\n<p>\u4f01\u4e1a\u7ea7\u63d0\u793a\u81f4\u529b\u4e8e\u4e3a\u7528\u6237\u63d0\u4f9b\u53ef\u9760\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u7814\u7a76\u7ea7\u63d0\u793a\u5219\u81f4\u529b\u4e8e\u6269\u5c55\u6211\u4eec\u5bf9\u6a21\u578b\u80fd\u529b\u7684\u7406\u89e3\u3002<\/p>\n<p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u8fd9\u4e24\u79cd\u63d0\u793a\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u65b9\u6cd5\u548c\u6280\u672f\u3002<\/p>\n<h3>6. \u63d0\u793a\u5de5\u7a0b\u7684\u672a\u6765<\/h3>\n<h4>6.1\u00a0<strong>\u6a21\u578b\u5c06\u66f4\u52a0\u64c5\u957f\u7406\u89e3\u4f60\u7684\u610f\u56fe\uff0c\u4f46\u6e05\u6670\u7684\u8868\u8fbe\u4ecd\u7136\u91cd\u8981<\/strong><\/h4>\n<ul>\n<li><strong>\u4fe1\u606f\u8bba\u7684\u89d2\u5ea6\uff1a<\/strong>\u00a0\u672a\u6765\uff0c\u6a21\u578b\u4f1a\u66f4\u597d\u5730\u7406\u89e3\u4f60\u7684\u9700\u6c42\uff0c\u4f46\u4f60\u4ecd\u7136\u9700\u8981\u63d0\u4f9b\u8db3\u591f\u7684\u4fe1\u606f\u6765\u660e\u786e\u4f60\u7684\u76ee\u6807\u3002\u5373\u4f7f\u6a21\u578b\u80fd\u591f\u7406\u89e3\u4f60\u7684\u8a00\u5916\u4e4b\u610f\uff0c<strong>\u6e05\u6670\u5730\u8868\u8fbe\u4f60\u7684\u671f\u671b\u4ecd\u7136\u81f3\u5173\u91cd\u8981<\/strong>\u3002<\/li>\n<li><strong>\u660e\u786e\u76ee\u6807\u7684\u91cd\u8981\u6027\uff1a<\/strong>\u00a0\u65e0\u8bba\u6a21\u578b\u53d8\u5f97\u591a\u4e48\u667a\u80fd\uff0c<strong>\u660e\u786e\u76ee\u6807\u7684\u80fd\u529b\u4ecd\u7136\u662f\u6838\u5fc3<\/strong>\u3002\u5373\u4f7f\u6a21\u578b\u53ef\u4ee5\u8bbe\u5b9a\u76ee\u6807\uff0c\u4f46\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u5b83\u4eec\u6765\u89e3\u51b3\u95ee\u9898\uff0c\u90a3\u4e48\u4f60\u4ecd\u7136\u9700\u8981\u660e\u786e\u5730\u6307\u5b9a\u4f60\u5e0c\u671b\u5b83\u4eec\u505a\u4ec0\u4e48\u3002<\/li>\n<li><strong>\u6301\u7eed\u7684\u6c9f\u901a\uff1a<\/strong>\u00a0\u5373\u4f7f\u6a21\u578b\u53d8\u5f97\u66f4\u52a0\u667a\u80fd\uff0c\u80fd\u591f\u66f4\u597d\u5730\u7406\u89e3\u4f60\u7684\u610f\u56fe\uff0c\u4f60\u4ecd\u7136\u9700\u8981<strong>\u4e0e\u6a21\u578b\u8fdb\u884c\u6c9f\u901a\uff0c\u63d0\u4f9b\u53cd\u9988\uff0c\u5e76\u8fdb\u884c\u8c03\u6574<\/strong>\u3002<\/li>\n<\/ul>\n<h4>6.2\u00a0<strong>\u6a21\u578b\u5c06\u6210\u4e3a\u4f60\u7684\u63d0\u793a\u52a9\u624b<\/strong><\/h4>\n<ul>\n<li><strong>\u4e0e\u6a21\u578b\u534f\u4f5c\uff1a<\/strong>\u00a0\u672a\u6765\uff0c\u4f60\u5c06\u80fd\u591f\u4e0e\u6a21\u578b\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u534f\u4f5c\uff0c\u4ee5\u786e\u5b9a\u9700\u8981\u7f16\u5199\u7684\u5185\u5bb9\u4ee5\u53ca\u7f3a\u5c11\u7684\u5185\u5bb9\u3002\u6a21\u578b\u5c06\u5e2e\u52a9\u4f60<strong>\u53d1\u73b0\u4f60\u53ef\u80fd\u6ca1\u6709\u60f3\u5230\u7684\u60c5\u51b5<\/strong>\uff0c\u5e76\u63d0\u4f9b<strong>\u6539\u8fdb\u63d0\u793a\u7684\u5efa\u8bae<\/strong>\u3002<\/li>\n<li><strong>\u6a21\u578b\u8f85\u52a9\u751f\u6210\u63d0\u793a\uff1a<\/strong>\u00a0\u4f60\u53ef\u4ee5\u4f7f\u7528\u6a21\u578b\u6765\u751f\u6210\u793a\u4f8b\u3001\u8349\u7a3f\u548c\u5143\u63d0\u793a\uff0c\u4ee5\u52a0\u5feb\u63d0\u793a\u7684\u5f00\u53d1\u8fc7\u7a0b\u3002\u4f8b\u5982\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u6a21\u578b\u6765\u751f\u6210\u4f8b\u5b50\uff0c\u7136\u540e\u4f60\u518d\u8fdb\u884c\u4fee\u6539\uff0c\u8fd9\u6bd4\u4ece\u5934\u5f00\u59cb\u7f16\u5199\u5b8c\u7f8e\u7b54\u6848\u8981\u5bb9\u6613\u5f97\u591a\u3002<\/li>\n<li><strong>\u9ad8\u5e26\u5bbd\u4ea4\u4e92\uff1a<\/strong>\u00a0\u672a\u6765\uff0c\u4f60\u5c06\u80fd\u591f\u4e0e\u6a21\u578b\u8fdb\u884c\u9ad8\u5e26\u5bbd\u7684\u4ea4\u4e92\uff0c\u4f8b\u5982\u63d0\u4f9b\u53cd\u9988\u5e76\u8bf7\u6c42\u6a21\u578b\u8fdb\u884c\u8c03\u6574\u3002\u8fd9\u79cd\u4ea4\u4e92\u5c06\u7c7b\u4f3c\u4e8e\u4e0e\u4e00\u4f4d\u8bbe\u8ba1\u5e08\u534f\u4f5c\uff0c\u4f60\u63d0\u4f9b\u9ad8\u7ea7\u522b\u7684\u76ee\u6807\uff0c\u800c\u6a21\u578b\u5219\u5e2e\u52a9\u4f60\u5177\u4f53\u5316\u8fd9\u4e9b\u76ee\u6807\u3002<\/li>\n<\/ul>\n<h4>6.3\u00a0<strong>\u5143\u63d0\u793a\u5c06\u53d8\u5f97\u66f4\u52a0\u91cd\u8981<\/strong><\/h4>\n<ul>\n<li><strong>\u4f7f\u7528\u63d0\u793a\u6765\u751f\u6210\u63d0\u793a\uff1a<\/strong>\u00a0\u672a\u6765\uff0c\u4f60\u53ef\u80fd\u4f1a\u82b1\u8d39\u66f4\u591a\u7684\u65f6\u95f4\u6765\u5bfb\u627e\u80fd\u591f\u8ba9\u6a21\u578b\u751f\u6210\u6240\u9700\u8f93\u51fa\u6216\u67e5\u8be2\u7684\u63d0\u793a\u3002\u4f60\u5c06\u4f7f\u7528\u5143\u63d0\u793a\u6765\u8ba9\u6a21\u578b\u6267\u884c\u7279\u5b9a\u7684\u63d0\u793a\u6280\u5de7\u6216\u751f\u6210\u5176\u4ed6\u6a21\u578b\u7684\u63d0\u793a\u6a21\u677f\u3002<\/li>\n<li><strong>\u7ed9\u4e88\u6a21\u578b\u5b66\u4e60\u8d44\u6599\uff1a<\/strong>\u00a0\u4f60\u53ef\u4ee5\u7ed9\u6a21\u578b\u63d0\u4f9b\u76f8\u5173\u8bba\u6587\u6216\u6587\u6863\uff0c\u8ba9\u5b83\u4eec\u5b66\u4e60\u65b0\u7684\u63d0\u793a\u6280\u5de7\uff0c\u800c\u4e0d\u662f\u81ea\u5df1\u7f16\u5199\u63d0\u793a\u3002\u6a21\u578b\u53ef\u4ee5\u76f4\u63a5\u8bfb\u53d6\u8bba\u6587\uff0c\u5e76\u5c06\u5176\u4e2d\u7684\u77e5\u8bc6\u5e94\u7528\u4e8e\u63d0\u793a\u751f\u6210\u3002<\/li>\n<\/ul>\n<h4>6.4\u00a0<strong>\u63d0\u793a\u5de5\u7a0b\u5c06\u4e13\u6ce8\u4e8e\u6a21\u578b\u7684\u8fb9\u754c<\/strong><\/h4>\n<ul>\n<li><strong>\u63a2\u7d22\u6a21\u578b\u7684\u80fd\u529b\uff1a<\/strong>\u00a0\u4f60\u5c06\u4e0d\u65ad\u63a2\u7d22\u6a21\u578b\u80fd\u529b\u7684\u8fb9\u754c\uff0c\u6311\u6218\u6a21\u578b\u80fd\u591f\u5b8c\u6210\u7684\u4efb\u52a1\u3002<\/li>\n<li><strong>\u8ffd\u6c42\u5353\u8d8a\u7684\u8868\u73b0\uff1a<\/strong>\u00a0\u4f60\u5c06\u4e13\u6ce8\u4e8e\u4ece\u6a21\u578b\u4e2d\u83b7\u5f97\u6700\u9ad8\u6c34\u5e73\u7684\u6027\u80fd\uff0c\u5e76\u63a2\u7d22\u6a21\u578b\u80fd\u591f\u52c9\u5f3a\u5b8c\u6210\u7684\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<h4>6.5\u00a0<strong>\u6a21\u578b\u53ef\u80fd\u53cd\u8fc7\u6765\u63d0\u793a\u4f60<\/strong><\/h4>\n<ul>\n<li><strong>\u6a21\u578b\u7406\u89e3\u4f60\u7684\u610f\u56fe\uff1a<\/strong>\u00a0\u5f53\u6a21\u578b\u5bf9\u4efb\u52a1\u7684\u80cc\u666f\u4e86\u89e3\u8d85\u8fc7\u4f60\u65f6\uff0c\u5b83\u4eec\u53ef\u80fd\u4f1a\u53cd\u8fc7\u6765\u63d0\u793a\u4f60\uff0c\u4ee5\u6f84\u6e05\u4f60\u7684\u9700\u6c42\u3002\u6a21\u578b\u53ef\u80fd\u4f1a\u63d0\u51fa\u95ee\u9898\uff0c\u4ee5\u5e2e\u52a9\u4f60\u660e\u786e\u4f60\u60f3\u8981\u5b9e\u73b0\u7684\u76ee\u6807\uff0c\u5e76\u53d1\u73b0\u4f60\u53ef\u80fd\u5ffd\u7565\u7684\u8fb9\u7f18\u60c5\u51b5\u3002<\/li>\n<li><strong>\u4ece\u6307\u4ee4\u63a5\u53d7\u8005\u5230\u4e13\u5bb6\u987e\u95ee\uff1a<\/strong>\u00a0\u6a21\u578b\u5c06\u4ece\u4e00\u4e2a\u7b80\u5355\u7684\u6307\u4ee4\u63a5\u53d7\u8005\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u4e13\u5bb6\u987e\u95ee\uff0c\u4f60\u53ef\u4ee5\u54a8\u8be2\u4ed6\u4eec\u5173\u4e8e\u4efb\u52a1\u7684\u7ec6\u8282\u3002\u8fd9\u5c31\u50cf\u4e0e\u8bbe\u8ba1\u5e08\u5408\u4f5c\u4e00\u6837\uff0c\u4ed6\u4eec\u4f1a\u95ee\u4f60\u95ee\u9898\uff0c\u4ee5\u66f4\u597d\u5730\u7406\u89e3\u4f60\u7684\u9700\u6c42\u3002<\/li>\n<li><strong>\u6a21\u578b\u8bbf\u8c08\uff1a<\/strong>\u00a0\u4e3a\u4e86\u66f4\u597d\u5730\u7406\u89e3\u4f60\u7684\u9700\u6c42\uff0c\u6a21\u578b\u53ef\u4ee5\u50cf\u91c7\u8bbf\u4e00\u6837\u6765\u548c\u4f60\u8fdb\u884c\u4e92\u52a8\u3002<\/li>\n<\/ul>\n<h4>6.6\u00a0<strong>\u672a\u6765\u9700\u8981\u66f4\u5f3a\u7684\u5185\u7701\u80fd\u529b<\/strong><\/h4>\n<ul>\n<li><strong>\u6a21\u578b\u7406\u89e3\u4f60\uff1a<\/strong>\u00a0\u672a\u6765\uff0c\u6a21\u578b\u9700\u8981\u7406\u89e3\u4f60\u7684\u60f3\u6cd5\uff0c\u800c\u4e0d\u662f\u4f60\u8bd5\u56fe\u7406\u89e3\u6a21\u578b\u3002<\/li>\n<li><strong>\u4f7f\u81ea\u5df1\u5bf9\u6a21\u578b\u53ef\u89c1\uff1a<\/strong>\u00a0\u4f60\u5c06\u9700\u8981\u5b66\u4f1a\u5982\u4f55\u6e05\u6670\u5730\u8868\u8fbe\u4f60\u7684\u60f3\u6cd5\u548c\u9700\u6c42\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u7406\u89e3\u4f60\u7684\u610f\u56fe\u3002<\/li>\n<li><strong>\u5b9a\u4e49\u6982\u5ff5\uff1a<\/strong>\u00a0\u6709\u65f6\u4f60\u9700\u8981\u521b\u5efa\u65b0\u7684\u6982\u5ff5\uff0c\u5e76\u5b9a\u4e49\u5b83\u4eec\u7684\u542b\u4e49\uff0c\u4ee5\u4fbf\u6a21\u578b\u80fd\u591f\u7406\u89e3\u4f60\u7684\u610f\u56fe\u3002<\/li>\n<\/ul>\n<h4>6.7\u00a0<strong>\u63d0\u793a\u5de5\u7a0b\u53ef\u80fd\u6210\u4e3a\u4e00\u79cd\u54f2\u5b66\u5b9e\u8df5<\/strong><\/h4>\n<ul>\n<li><strong>\u6e05\u6670\u8868\u8fbe\uff1a<\/strong>\u00a0\u672a\u6765\uff0c\u63d0\u793a\u5de5\u7a0b\u53ef\u80fd\u9700\u8981<strong>\u50cf\u54f2\u5b66\u5bb6\u4e00\u6837\u601d\u8003\u548c\u5199\u4f5c<\/strong>\uff0c\u4f7f\u7528\u6e05\u6670\u3001\u51c6\u786e\u7684\u8bed\u8a00\u6765\u8868\u8fbe\u590d\u6742\u7684\u601d\u60f3\u3002<\/li>\n<li><strong>\u4e3a\u53d7\u8fc7\u6559\u80b2\u7684\u666e\u901a\u4eba\u5199\u4f5c\uff1a<\/strong>\u00a0\u4f60\u9700\u8981\u50cf\u4e3a\u53d7\u8fc7\u6559\u80b2\u7684\u666e\u901a\u4eba\u5199\u4f5c\u4e00\u6837\u7f16\u5199\u63d0\u793a\uff0c\u4ee5\u4fbf\u5373\u4f7f\u5bf9\u8be5\u4e3b\u9898\u4e0d\u719f\u6089\u7684\u4eba\u4e5f\u80fd\u7406\u89e3\u4f60\u7684\u610f\u56fe\u3002<\/li>\n<li><strong>\u5c06\u4f60\u7684\u5927\u8111\u5916\u5316\uff1a<\/strong>\u00a0\u597d\u7684\u63d0\u793a\u5de5\u7a0b\u9700\u8981\u4f60\u5c06\u4f60\u5927\u8111\u4e2d\u7684\u60f3\u6cd5\u5916\u5316\uff0c\u5e76\u4f7f\u6a21\u578b\u80fd\u591f\u7406\u89e3\u5b83\u4eec\u3002<\/li>\n<\/ul>\n<h4>6.8\u00a0<strong>\u63d0\u793a\u5de5\u7a0b\u7684\u6280\u80fd\u5c06\u8f6c\u79fb\u5230\u66f4\u9ad8\u7ea7\u522b\u7684\u4efb\u52a1<\/strong><\/h4>\n<ul>\n<li><strong>\u4ece\u4f4e\u7ea7\u4efb\u52a1\u5230\u9ad8\u7ea7\u4efb\u52a1\uff1a<\/strong>\u00a0\u968f\u7740\u6a21\u578b\u7684\u8fdb\u6b65\uff0c\u4f60\u5c06\u4e0d\u518d\u9700\u8981\u5173\u6ce8\u4f4e\u7ea7\u4efb\u52a1\u7684\u63d0\u793a\uff0c\u800c\u5c06\u4e13\u6ce8\u4e8e\u66f4\u9ad8\u7ea7\u522b\u7684\u4efb\u52a1\uff0c\u4f8b\u5982\u4efb\u52a1\u5206\u89e3\u548c\u590d\u6742\u63a8\u7406\u3002<\/li>\n<li><strong>\u5f15\u5bfc\u5f0f\u4e92\u52a8\uff1a<\/strong>\u00a0\u4e0e\u6a21\u578b\u5728\u63a7\u5236\u53f0\u4e2d\u8f93\u5165\u6587\u5b57\u76f8\u6bd4\uff0c\u672a\u6765\u7684\u4ea4\u4e92\u53ef\u80fd\u66f4\u50cf\u662f\u5f15\u5bfc\u5f0f\u5bf9\u8bdd\uff0c\u4ece\u800c\u8fbe\u6210\u6700\u7ec8\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<p>\u63d0\u793a\u5de5\u7a0b\u7684\u672a\u6765\u53ef\u80fd\u9700\u8981<strong>\u66f4\u5f3a\u7684\u534f\u4f5c\u3001\u5185\u7701\u548c\u8868\u8fbe\u80fd\u529b<\/strong>\u3002\u4f60\u5c06\u9700\u8981\u4e0e\u6a21\u578b\u4e00\u8d77\u5de5\u4f5c\uff0c\u4ee5\u63a2\u7d22\u5b83\u4eec\u7684\u80fd\u529b\u5e76\u5b9a\u4e49\u4f60\u7684\u9700\u6c42\u3002\u6b64\u5916\uff0c<strong>\u4f60\u8fd8\u9700\u8981\u6301\u7eed\u5b66\u4e60\u5e76\u9002\u5e94\u6a21\u578b\u7684\u53d8\u5316<\/strong>\uff0c\u800c\u4e0d\u662f\u5bfb\u627e\u4e00\u52b3\u6c38\u9038\u7684\u89e3\u51b3\u65b9\u6848\u3002\u867d\u7136\u672a\u6765\u7684\u63d0\u793a\u5de5\u7a0b\u4f1a\u53d1\u751f\u53d8\u5316\uff0c\u4f46\u660e\u786e\u76ee\u6807\u548c\u6e05\u6670\u8868\u8fbe\u4ecd\u7136\u662f\u6838\u5fc3\u3002<\/p>\n<h3>7. \u63d0\u793a\u5de5\u7a0b\u7684\u6280\u5de7<\/h3>\n<p>\u91cd\u70b9\u5728\u4e8e\u5982\u4f55<strong>\u63d0\u9ad8\u4e0e\u6a21\u578b\u7684\u6c9f\u901a\u6548\u7387\u548c\u6548\u679c<\/strong>\uff1a<\/p>\n<h4><strong>7.1 \u8fed\u4ee3\u548c\u5b9e\u9a8c\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u4e0d\u65ad\u5c1d\u8bd5\uff1a<\/strong>\u00a0\u63d0\u793a\u5de5\u7a0b\u662f\u4e00\u4e2a<strong>\u8fed\u4ee3\u8fc7\u7a0b<\/strong>\uff0c\u9700\u8981\u4e0d\u65ad\u5730\u5c1d\u8bd5\u3001\u4fee\u6539\u548c\u4f18\u5316\u3002\u4e0d\u8981\u671f\u671b\u7b2c\u4e00\u6b21\u5c31\u80fd\u5199\u51fa\u5b8c\u7f8e\u7684\u63d0\u793a\uff0c\u800c\u662f\u8981\u51c6\u5907\u597d\u8fdb\u884c\u591a\u6b21\u7684<strong>\u6765\u56de\u4e92\u52a8<\/strong>\u3002<\/li>\n<li><strong>\u4ece\u9519\u8bef\u4e2d\u5b66\u4e60\uff1a<\/strong>\u00a0\u5f53\u6a21\u578b\u51fa\u9519\u65f6\uff0c\u8981\u4ed4\u7ec6\u5206\u6790<strong>\u9519\u8bef\u7684\u539f\u56e0<\/strong>\uff0c\u5e76\u636e\u6b64\u6539\u8fdb\u4f60\u7684\u63d0\u793a\u3002 \u6bcf\u6b21\u4e0e\u6a21\u578b\u7684\u4e92\u52a8\u90fd\u662f\u5b66\u4e60\u7684\u673a\u4f1a\u3002<\/li>\n<li><strong>\u62e5\u62b1\u5b9e\u9a8c\uff1a<\/strong>\u00a0\u8981\u52c7\u4e8e\u5c1d\u8bd5\u4e0d\u540c\u7684\u65b9\u6cd5\uff0c\u770b\u770b\u54ea\u79cd\u65b9\u6cd5\u6700\u6709\u6548\u3002 \u63d0\u793a\u5de5\u7a0b\u7684\u6838\u5fc3\u5728\u4e8e<strong>\u5b9e\u9a8c\u548c\u53cd\u9988<\/strong>\uff0c\u800c\u4e0d\u662f\u4e00\u6b65\u5230\u4f4d\u3002<\/li>\n<\/ul>\n<h4>7.<strong>2 \u6e05\u6670\u548c\u7cbe\u786e\u7684\u6c9f\u901a\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u6e05\u6670\u8868\u8fbe\u4efb\u52a1\uff1a<\/strong>\u00a0\u7528<strong>\u6e05\u6670\u3001\u7b80\u6d01\u7684\u8bed\u8a00<\/strong>\u63cf\u8ff0\u4f60\u60f3\u8981\u6a21\u578b\u5b8c\u6210\u7684\u4efb\u52a1\u3002 \u907f\u514d\u4f7f\u7528\u6a21\u7cca\u6216\u6a21\u68f1\u4e24\u53ef\u7684\u8bcd\u8bed\u3002<\/li>\n<li><strong>\u63d0\u4f9b\u8db3\u591f\u7684\u4fe1\u606f\uff1a<\/strong>\u00a0\u4e0d\u8981\u5bb3\u6015\u7ed9\u6a21\u578b<strong>\u63d0\u4f9b\u8be6\u7ec6\u7684\u4e0a\u4e0b\u6587\u548c\u80cc\u666f\u4fe1\u606f<\/strong>\u3002 \u786e\u4fdd\u6a21\u578b\u7406\u89e3\u4f60\u7684\u76ee\u6807\u4ee5\u53ca\u4efb\u52a1\u7684\u5177\u4f53\u8981\u6c42\u3002<\/li>\n<li><strong>\u5c0a\u91cd\u6a21\u578b\uff1a<\/strong>\u00a0\u4e0d\u8981\u8bd5\u56fe\u201c\u54c4\u9a97\u201d\u6a21\u578b\uff0c\u800c\u662f\u8981<strong>\u5c0a\u91cd\u6a21\u578b<\/strong>\u7684\u7406\u89e3\u80fd\u529b\u3002 \u76f4\u63a5\u63cf\u8ff0\u4f60\u7684\u4efb\u52a1\uff0c\u800c\u4e0d\u662f\u4f7f\u7528\u6bd4\u55bb\u6216\u865a\u6784\u7684\u89d2\u8272\u3002<\/li>\n<\/ul>\n<h4>7.3<strong>\u00a0\u7406\u89e3\u6a21\u578b\u7684\u5de5\u4f5c\u65b9\u5f0f\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u9605\u8bfb\u6a21\u578b\u8f93\u51fa\uff1a<\/strong>\u00a0\u4ed4\u7ec6\u9605\u8bfb\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u7406\u89e3\u5b83\u7684<strong>\u601d\u7ef4\u65b9\u5f0f<\/strong>\u548c\u63a8\u7406\u8fc7\u7a0b\u3002 \u89c2\u5bdf\u6a21\u578b\u5982\u4f55\u5904\u7406\u4e0d\u540c\u7684\u8f93\u5165\uff0c\u5e76\u636e\u6b64\u8c03\u6574\u4f60\u7684\u63d0\u793a\u3002<\/li>\n<li><strong>\u63a2\u7d22\u6a21\u578b\u7684\u8fb9\u754c\uff1a<\/strong>\u00a0\u5c1d\u8bd5\u8ba9\u6a21\u578b\u5b8c\u6210\u4e00\u4e9b\u4f60\u8ba4\u4e3a\u5b83\u53ef\u80fd\u505a\u4e0d\u5230\u7684\u4efb\u52a1\uff0c\u4ee5<strong>\u4e86\u89e3\u6a21\u578b\u7684\u80fd\u529b\u8303\u56f4<\/strong>\u3002 \u8fd9\u80fd\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u6a21\u578b\u7684\u5c40\u9650\u6027\u3002<\/li>\n<li><strong>\u5c1d\u8bd5\u626e\u6f14\u6a21\u578b\uff1a<\/strong>\u00a0\u5c1d\u8bd5\u8bbe\u8eab\u5904\u5730\u5730<strong>\u4ece\u6a21\u578b\u7684\u89d2\u5ea6\u601d\u8003<\/strong>\uff0c\u7406\u89e3\u5b83\u5982\u4f55\u770b\u5f85\u4f60\u7684\u6307\u4ee4\u3002 \u8fd9\u80fd\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u9884\u6d4b\u6a21\u578b\u7684\u884c\u4e3a\u3002<\/li>\n<\/ul>\n<h4>7.4<strong>\u591a\u6837\u5316\u7684\u63d0\u793a\u65b9\u6cd5\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u4f7f\u7528\u793a\u4f8b\uff1a<\/strong>\u00a0\u901a\u8fc7\u63d0\u4f9b<strong>\u793a\u4f8b<\/strong>\u6765\u6307\u5bfc\u6a21\u578b\u5b8c\u6210\u4efb\u52a1\u3002 \u4f46\u662f\uff0c\u8981\u6ce8\u610f\u4e0d\u8981\u8fc7\u5ea6\u4f9d\u8d56\u793a\u4f8b\uff0c\u56e0\u4e3a\u8fd9\u53ef\u80fd\u4f1a\u9650\u5236\u6a21\u578b\u7684\u521b\u9020\u6027\u3002<\/li>\n<li><strong>\u4f7f\u7528\u5143\u63d0\u793a\uff1a<\/strong>\u00a0\u4f7f\u7528\u63d0\u793a\u6765<strong>\u751f\u6210\u5176\u4ed6\u7684\u63d0\u793a<\/strong>\uff0c\u6216\u8ba9\u6a21\u578b\u751f\u6210\u7b26\u5408\u7279\u5b9a\u9700\u6c42\u7684\u8f93\u51fa\u3002 \u8fd9\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u9ad8\u6548\u5730\u63a2\u7d22\u4e0d\u540c\u7684\u63d0\u793a\u7b56\u7565\u3002<\/li>\n<li><strong>\u94fe\u5f0f\u601d\u8003\uff1a<\/strong>\u00a0\u8ba9\u6a21\u578b<strong>\u9010\u6b65\u89e3\u91ca\u5b83\u7684\u63a8\u7406\u8fc7\u7a0b<\/strong>\u3002 \u8fd9\u80fd\u8ba9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u6a21\u578b\u7684\u51b3\u7b56\u8fc7\u7a0b\uff0c\u5e76\u6709\u52a9\u4e8e\u63d0\u9ad8\u6a21\u578b\u7684\u6027\u80fd\u3002<\/li>\n<li><strong>\u89d2\u8272\u626e\u6f14\uff1a<\/strong>\u00a0\u867d\u7136\u4e0d\u603b\u662f\u5fc5\u8981\uff0c\u4f46\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u8ba9\u6a21\u578b<strong>\u626e\u6f14\u7279\u5b9a\u7684\u89d2\u8272<\/strong>\u53ef\u80fd\u6709\u52a9\u4e8e\u5b8c\u6210\u4efb\u52a1\u3002 \u4f46\u662f\uff0c<strong>\u76f4\u63a5\u8868\u8fbe\u4f60\u7684\u4efb\u52a1\u901a\u5e38\u66f4\u6709\u6548<\/strong>\u3002<\/li>\n<\/ul>\n<h4>7.5<strong>\u00a0\u9ad8\u7ea7\u6280\u5de7\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u5b9a\u4e49\u6982\u5ff5\uff1a<\/strong>\u00a0\u4e3a\u4e86\u4f20\u8fbe\u4f60\u7684\u610f\u56fe\uff0c\u6709\u65f6\u4f60\u9700\u8981<strong>\u5b9a\u4e49\u65b0\u7684\u6982\u5ff5<\/strong>\uff0c\u5e76\u89e3\u91ca\u5b83\u4eec\u7684\u542b\u4e49\u3002<\/li>\n<li><strong>\u8ba9\u6a21\u578b\u91c7\u8bbf\u4f60\uff1a<\/strong>\u00a0\u8ba9\u6a21\u578b\u53cd\u8fc7\u6765\u91c7\u8bbf\u4f60\uff0c\u4ee5<strong>\u5e2e\u52a9\u4f60\u7406\u6e05\u601d\u8def<\/strong>\uff0c\u63d0\u53d6\u4f60\u9700\u8981\u63d0\u4f9b\u7ed9\u6a21\u578b\u7684\u4fe1\u606f\u3002<\/li>\n<li><strong>\u501f\u9274\u54f2\u5b66\uff1a<\/strong>\u00a0\u4ece\u54f2\u5b66\u5199\u4f5c\u4e2d\u5b66\u4e60\u5982\u4f55<strong>\u6e05\u6670\u5730\u8868\u8fbe\u590d\u6742\u7684\u601d\u60f3<\/strong>\uff0c\u4ee5\u4fbf\u6a21\u578b\u80fd\u591f\u7406\u89e3\u4f60\u7684\u610f\u56fe\u3002<\/li>\n<li><strong>\u7ed9\u6a21\u578b\u63d0\u4f9b\u8d44\u6599\uff1a<\/strong>\u00a0\u4f60\u53ef\u4ee5\u76f4\u63a5\u7ed9\u6a21\u578b\u63d0\u4f9b\u76f8\u5173\u7684\u8bba\u6587\u6216\u6587\u6863\uff0c\u8ba9\u5b83\u4eec\u81ea\u884c\u5b66\u4e60\uff0c\u800c\u4e0d\u662f\u81ea\u5df1\u7f16\u5199\u63d0\u793a\u3002<\/li>\n<\/ul>\n<h4>7.6<strong>\u00a0\u6ce8\u610f\u4e8b\u9879:<\/strong><\/h4>\n<ul>\n<li><strong>\u4e0d\u8981\u8fc7\u5206\u5173\u6ce8\u8bed\u6cd5\uff1a<\/strong>\u00a0\u867d\u7136\u6ce8\u610f\u7ec6\u8282\u5f88\u91cd\u8981\uff0c\u4f46\u4e0d\u8981\u8fc7\u5206\u5173\u6ce8\u8bed\u6cd5\u6216\u6807\u70b9\u7b26\u53f7\u3002 \u91cd\u8981\u7684\u662f<strong>\u6982\u5ff5\u7684\u6e05\u6670\u5ea6<\/strong>\u3002<\/li>\n<li><strong>\u4e0d\u8981\u4f4e\u4f30\u6a21\u578b\uff1a<\/strong>\u00a0\u4e0d\u8981\u8ba4\u4e3a\u6a21\u578b\u5f88\u7b28\uff0c\u9700\u8981\u88ab\u201c\u54c4\u9a97\u201d\u624d\u80fd\u5de5\u4f5c\u3002 \u4f60\u5e94\u8be5<strong>\u4fe1\u4efb\u6a21\u578b<\/strong>\u7684\u80fd\u529b\uff0c\u5e76\u7ed9\u5b83\u8db3\u591f\u7684\u4fe1\u606f\u6765\u5b8c\u6210\u4efb\u52a1\u3002<\/li>\n<li><strong>\u4e0d\u8981\u5bb3\u6015\u590d\u6742\u6027\uff1a<\/strong>\u00a0\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u63d0\u5347\uff0c\u5b83\u4eec\u53ef\u4ee5\u5904\u7406\u66f4\u590d\u6742\u7684\u4fe1\u606f\u3002 \u4e0d\u8981\u8bd5\u56fe\u9690\u85cf\u590d\u6742\u6027\uff0c\u800c\u662f\u8981<strong>\u4fe1\u4efb\u6a21\u578b<\/strong>\u6765\u5904\u7406\u3002<\/li>\n<li><strong>\u6301\u7eed\u5b66\u4e60\u548c\u9002\u5e94\uff1a<\/strong>\u00a0\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u63d0\u5347\uff0c<strong>\u6709\u6548\u7684\u63d0\u793a\u65b9\u6cd5\u4e5f\u53ef\u80fd\u4f1a\u8fc7\u65f6<\/strong>\u3002 \u4f60\u9700\u8981\u4e0d\u65ad\u5b66\u4e60\u5e76\u9002\u5e94\u6a21\u578b\u7684\u53d8\u5316\u3002<\/li>\n<li><strong>\u5bfb\u6c42\u53cd\u9988:<\/strong>\u00a0\u628a\u4f60\u7684\u63d0\u793a\u7ed9\u5176\u4ed6\u4eba\u770b\uff0c\u5c24\u5176\u662f\u90a3\u4e9b\u4e0d\u719f\u6089\u4f60\u4efb\u52a1\u7684\u4eba\uff0c\u8fd9\u53ef\u4ee5\u5e2e\u52a9\u4f60\u53d1\u73b0\u4f60\u53ef\u80fd\u5ffd\u7565\u7684\u95ee\u9898\u3002<\/li>\n<li><strong>\u9605\u8bfb\u63d0\u793a\uff1a<\/strong>\u00a0\u9605\u8bfb\u5176\u4ed6\u4eba\u5199\u7684\u597d\u7684\u63d0\u793a\uff0c\u5e76\u5206\u6790\u4ed6\u4eec\u7684\u5de5\u4f5c\u539f\u7406\u3002<\/li>\n<\/ul>\n<h4>7.7\u00a0<strong>\u63d0\u793a\u7684\u672a\u6765<\/strong><\/h4>\n<ul>\n<li><strong>\u6a21\u578b\u5c06\u6210\u4e3a\u52a9\u624b:<\/strong>\u00a0\u672a\u6765\uff0c\u6a21\u578b\u5c06\u5e2e\u52a9\u4f60\u7f16\u5199\u63d0\u793a\u3002 \u4f60\u9700\u8981\u4e0e\u6a21\u578b\u534f\u4f5c\uff0c\u4ee5\u786e\u5b9a\u9700\u8981\u7f16\u5199\u7684\u5185\u5bb9\u548c\u7f3a\u5c11\u7684\u5185\u5bb9\u3002<\/li>\n<li><strong>\u5185\u7701\u80fd\u529b\u589e\u5f3a:<\/strong>\u00a0\u4f60\u5c06\u9700\u8981\u66f4\u5f3a\u7684\u5185\u7701\u80fd\u529b\uff0c\u624d\u80fd\u4f7f\u81ea\u5df1\u5bf9\u6a21\u578b\u53ef\u89c1\u3002<\/li>\n<li><strong>\u91cd\u70b9\u5728\u4e8e\u7406\u89e3\u4f60\uff1a<\/strong>\u00a0\u672a\u6765\uff0c\u6a21\u578b\u7684\u91cd\u70b9\u5c06\u4ece\u7406\u89e3\u6307\u4ee4\u8f6c\u5411\u7406\u89e3\u4f60\u7684\u610f\u56fe\u3002<\/li>\n<li><strong>\u4ece\u6307\u4ee4\u63a5\u6536\u8005\u5230\u4e13\u5bb6\u987e\u95ee:<\/strong>\u00a0\u6a21\u578b\u53ef\u80fd\u4f1a\u4ece\u4e00\u4e2a\u7b80\u5355\u7684\u6307\u4ee4\u63a5\u6536\u8005\u8f6c\u53d8\u4e3a\u4e00\u4e2a\u4e13\u5bb6\u987e\u95ee\u3002 \u4f60\u9700\u8981\u5b66\u4e60\u5982\u4f55\u4e0e\u6a21\u578b\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u6c9f\u901a\uff0c\u5e76\u4ece\u5b83\u4eec\u90a3\u91cc\u83b7\u53d6\u53cd\u9988\u3002<\/li>\n<\/ul>\n<p>\u603b\u4e4b\uff0c<strong>\u63d0\u793a\u5de5\u7a0b\u662f\u4e00\u9879\u9700\u8981\u5b9e\u8df5\u548c\u4e0d\u65ad\u5b66\u4e60\u7684\u6280\u80fd<\/strong>\u3002 \u901a\u8fc7\u7406\u89e3\u6a21\u578b\u7684\u5de5\u4f5c\u65b9\u5f0f\u3001\u91c7\u7528\u591a\u6837\u5316\u7684\u63d0\u793a\u65b9\u6cd5\uff0c\u5e76\u4e0d\u65ad\u63a2\u7d22\u6a21\u578b\u7684\u8fb9\u754c\uff0c\u4f60\u53ef\u4ee5\u63d0\u9ad8\u4f60\u7684\u63d0\u793a\u5de5\u7a0b\u6280\u80fd\uff0c\u5e76\u66f4\u597d\u5730\u5229\u7528\u6a21\u578b\u6765\u5b8c\u6210\u5404\u79cd\u4efb\u52a1\u3002 \u6700\u7ec8\uff0c\u597d\u7684\u63d0\u793a\u662f\u6e05\u6670\u3001\u7b80\u6d01\u3001\u7cbe\u786e\u5730\u8868\u8fbe\u4f60\u7684\u610f\u56fe\uff0c\u5e76\u80fd\u8ba9\u6a21\u578b\u6709\u6548\u5730\u5b8c\u6210\u4f60\u60f3\u8981\u7684\u4efb\u52a1\u3002<\/p>\n<h3>8. \u5173\u4e8e\u8d8a\u72f1 (Jailbreak) \u7684\u8ba8\u8bba<\/h3>\n<h4><strong>\u4ec0\u4e48\u662f\u8d8a\u72f1\uff08Jailbreak\uff09\uff1f<\/strong><\/h4>\n<ul>\n<li><strong>\u5b9a\u4e49<\/strong>\uff1a\u8d8a\u72f1\u63d0\u793a\uff08Jailbreak Prompts\uff09\u662f\u6307\u90a3\u4e9b\u8bd5\u56fe\u7ed5\u8fc7\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u5b89\u5168\u9650\u5236\u548c\u9053\u5fb7\u51c6\u5219\u7684\u63d0\u793a\u3002\u8fd9\u4e9b\u63d0\u793a\u901a\u5e38\u65e8\u5728\u8ba9\u6a21\u578b\u751f\u6210\u539f\u672c\u88ab\u7981\u6b62\u7684\u5185\u5bb9\uff0c\u4f8b\u5982\u6709\u5bb3\u7684\u3001\u4e0d\u9053\u5fb7\u7684\u6216\u504f\u89c1\u6027\u7684\u5185\u5bb9\u3002<\/li>\n<li><strong>\u76ee\u7684<\/strong>\uff1a\u8d8a\u72f1\u7684\u76ee\u7684\u901a\u5e38\u662f\u63a2\u7d22\u6a21\u578b\u7684\u6781\u9650\uff0c\u6d4b\u8bd5\u6a21\u578b\u7684\u5b89\u5168\u6027\u548c\u9c81\u68d2\u6027\uff0c\u5e76\u4e86\u89e3\u6a21\u578b\u5982\u4f55\u54cd\u5e94\u4e0d\u540c\u7684\u8f93\u5165\u548c\u63aa\u8f9e\u3002<\/li>\n<li><strong>\u65b9\u6cd5<\/strong>\uff1a\u8d8a\u72f1\u7684\u65b9\u6cd5\u591a\u79cd\u591a\u6837\uff0c\u5305\u62ec\u4f7f\u7528\u5927\u91cf\u7684token\u3001\u957f\u7bc7\u6587\u672c\u3001\u4e0d\u5bfb\u5e38\u7684\u63aa\u8f9e\u3001\u591a\u8bed\u8a00\u6df7\u5408\u3001\u89d2\u8272\u626e\u6f14\u3001\u4ee5\u53ca\u5229\u7528\u6a21\u578b\u9884\u6d4b\u6587\u672c\u7684\u65b9\u5f0f\u3002<\/li>\n<\/ul>\n<h4><strong>\u8d8a\u72f1\u7684\u539f\u7406<\/strong><\/h4>\n<ul>\n<li><strong>\u8d85\u51fa\u8bad\u7ec3\u5206\u5e03<\/strong>\uff1a\u4e00\u79cd\u53ef\u80fd\u7684\u89e3\u91ca\u662f\uff0c\u8d8a\u72f1\u63d0\u793a\u5c06\u6a21\u578b\u7f6e\u4e8e\u5176\u8bad\u7ec3\u6570\u636e\u5206\u5e03\u4e4b\u5916\u3002\u4f8b\u5982\uff0c\u5728\u5fae\u8c03\u8fc7\u7a0b\u4e2d\uff0c\u6a21\u578b\u53ef\u80fd\u6ca1\u6709\u9047\u5230\u8fc7\u5982\u6b64\u957f\u6216\u590d\u6742\u7684\u6587\u672c\uff0c\u56e0\u6b64\u5728\u5904\u7406\u8fd9\u4e9b\u63d0\u793a\u65f6\u53ef\u80fd\u4f1a\u8868\u73b0\u5f02\u5e38\u3002<\/li>\n<li><strong>\u5229\u7528\u9884\u6d4b\u673a\u5236<\/strong>\uff1a\u8d8a\u72f1\u6709\u65f6\u4f1a\u5229\u7528\u6a21\u578b\u9884\u6d4b\u6587\u672c\u7684\u65b9\u5f0f\uff0c\u4f8b\u5982\uff0c\u5728\u63d0\u793a\u7684\u5f00\u5934\u52a0\u4e0a &#8220;Here&#8217;s how you&#8230;&#8221; \u53ef\u80fd\u4f1a\u5bfc\u81f4\u6a21\u578b\u751f\u6210\u66f4\u8be6\u7ec6\u3001\u66f4\u5177\u4f53\u7684\u56de\u7b54\u3002<\/li>\n<li><strong>\u5229\u7528\u63a8\u7406\u80fd\u529b<\/strong>\uff1a\u8d8a\u72f1\u53ef\u80fd\u4f1a\u5229\u7528\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\uff0c\u4f8b\u5982\uff0c\u8981\u6c42\u6a21\u578b\u5148\u7528\u5176\u4ed6\u8bed\u8a00\u751f\u6210\u56de\u7b54\uff0c\u518d\u7ffb\u8bd1\u6210\u76ee\u6807\u8bed\u8a00\uff0c\u4ece\u800c\u7ed5\u8fc7\u67d0\u4e9b\u9650\u5236\u3002<\/li>\n<li><strong>\u5229\u7528\u8bad\u7ec3\u5dee\u5f02<\/strong>\uff1a\u8d8a\u72f1\u53ef\u80fd\u4f1a\u5229\u7528\u4e0d\u540c\u8bed\u8a00\u7684\u8bad\u7ec3\u6570\u636e\u5dee\u5f02\uff0c\u4f8b\u5982\uff0c\u67d0\u4e9b\u5185\u5bb9\u53ef\u80fd\u5728\u4e00\u79cd\u8bed\u8a00\u4e2d\u88ab\u5141\u8bb8\uff0c\u4f46\u5728\u53e6\u4e00\u79cd\u8bed\u8a00\u4e2d\u88ab\u7981\u6b62\u3002<\/li>\n<li><strong>\u793e\u4f1a\u5de5\u7a0b<\/strong>\uff1a\u8d8a\u72f1\u6709\u65f6\u4f1a\u5e26\u6709\u793e\u4f1a\u5de5\u7a0b\u7684\u5473\u9053\uff0c\u5b83\u4e0d\u4ec5\u4ec5\u662f\u5229\u7528\u7cfb\u7edf\u7684\u6f0f\u6d1e\uff0c\u8fd8\u5305\u62ec\u7406\u89e3\u7cfb\u7edf\u7684\u8fd0\u4f5c\u65b9\u5f0f\uff0c\u5e76\u5229\u7528\u8fd9\u79cd\u7406\u89e3\u6765\u7ed5\u8fc7\u9650\u5236\u3002<\/li>\n<li><strong>\u7406\u89e3\u6a21\u578b<\/strong>\uff1a\u6709\u6548\u7684\u8d8a\u72f1\u65b9\u6cd5\u4e0d\u4ec5\u9700\u8981\u5c1d\u8bd5\uff0c\u8fd8\u9700\u8981\u7406\u89e3\u6a21\u578b\u7684\u5de5\u4f5c\u65b9\u5f0f\u3001\u8bad\u7ec3\u65b9\u5f0f\uff0c\u5e76\u5229\u7528\u8fd9\u4e9b\u77e5\u8bc6\u6765\u7ed5\u8fc7\u6a21\u578b\u7684\u5b89\u5168\u673a\u5236\u3002<\/li>\n<\/ul>\n<h4><strong>\u8d8a\u72f1\u4e0e\u6a21\u578b\u8bad\u7ec3<\/strong><\/h4>\n<ul>\n<li><strong>\u6a21\u578b\u8bad\u7ec3\u7684\u76ee\u7684<\/strong>\uff1a\u6a21\u578b\u8bad\u7ec3\u7684\u5176\u4e2d\u4e00\u4e2a\u76ee\u6807\u662f\u8bc6\u522b\u5e76\u6d88\u9664\u8d8a\u72f1\u6a21\u5f0f\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u66f4\u5b89\u5168\u5730\u54cd\u5e94\u7528\u6237\u7684\u8f93\u5165\u3002<\/li>\n<li><strong>\u6301\u7eed\u7684\u8bad\u7ec3\u8fc7\u7a0b<\/strong>\uff1a\u4e00\u65e6\u53d1\u73b0\u4e00\u79cd\u6709\u6548\u7684\u8d8a\u72f1\u65b9\u6cd5\uff0c\u6a21\u578b\u5c31\u4f1a\u88ab\u91cd\u65b0\u8bad\u7ec3\uff0c\u4ee5\u907f\u514d\u5728\u672a\u6765\u518d\u6b21\u51fa\u73b0\u76f8\u540c\u7684\u6f0f\u6d1e\u3002\u8fd9\u610f\u5473\u7740\u8d8a\u72f1\u6280\u672f\u5f80\u5f80\u662f\u77ed\u671f\u7684\uff0c\u4e00\u65e6\u88ab\u53d1\u73b0\u5c31\u4f1a\u88ab\u4fee\u590d\u3002<\/li>\n<li><strong>\u5b89\u5168\u548c\u4f26\u7406<\/strong>\uff1a\u8d8a\u72f1\u4e0e\u6a21\u578b\u7684\u5b89\u5168\u6027\u548c\u4f26\u7406\u606f\u606f\u76f8\u5173\u3002\u56e0\u4e3a\u8d8a\u72f1\u7684\u6700\u7ec8\u76ee\u6807\u662f\u8ba9\u6a21\u578b\u751f\u6210\u8fdd\u80cc\u5b89\u5168\u51c6\u5219\u7684\u5185\u5bb9\uff0c\u6240\u4ee5\u6a21\u578b\u5f00\u53d1\u4eba\u5458\u4f1a\u6301\u7eed\u7684\u8fed\u4ee3\u6a21\u578b\u548c\u5b89\u5168\u673a\u5236\uff0c\u4ee5\u9632\u6b62\u6b64\u7c7b\u884c\u4e3a\u3002<\/li>\n<\/ul>\n<h4><strong>\u8d8a\u72f1\u7684\u610f\u4e49<\/strong><\/h4>\n<ul>\n<li><strong>\u6d4b\u8bd5\u8fb9\u754c<\/strong>: \u8d8a\u72f1\u901a\u8fc7\u6d4b\u8bd5\u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u7406\u89e3\u6a21\u578b\u7684\u5c40\u9650\u6027\uff0c\u5e76\u6539\u8fdb\u6a21\u578b\u7684\u8bbe\u8ba1\u3002<\/li>\n<li><strong>\u63ed\u793a\u6f5c\u5728\u95ee\u9898<\/strong>\uff1a\u8d8a\u72f1\u53ef\u4ee5\u63ed\u793a\u6a21\u578b\u8bad\u7ec3\u4e2d\u7684\u6f5c\u5728\u95ee\u9898\uff0c\u4f8b\u5982\u6570\u636e\u504f\u89c1\u6216\u5b89\u5168\u6f0f\u6d1e\u3002<\/li>\n<li><strong>\u63d0\u9ad8\u5b89\u5168\u6027<\/strong>\uff1a\u901a\u8fc7\u7814\u7a76\u8d8a\u72f1\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u5f00\u53d1\u51fa\u66f4\u6709\u6548\u7684\u5b89\u5168\u63aa\u65bd\uff0c\u4ece\u800c\u4f7f\u6a21\u578b\u66f4\u5b89\u5168\u5730\u7528\u4e8e\u5b9e\u9645\u5e94\u7528\u3002<\/li>\n<\/ul>\n<h4><strong>\u603b\u7ed3<\/strong><\/h4>\n<p>\u8d8a\u72f1\u662f\u63d0\u793a\u5de5\u7a0b\u4e2d\u4e00\u4e2a\u91cd\u8981\u7684\u7814\u7a76\u9886\u57df\uff0c\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u5de5\u4f5c\u539f\u7406\uff0c\u8fd8\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u63d0\u9ad8\u6a21\u578b\u7684\u5b89\u5168\u6027\u548c\u53ef\u9760\u6027\u3002\u8d8a\u72f1\u7684\u6838\u5fc3\u5728\u4e8e\u63a2\u7d22\u6a21\u578b\u7684\u8fb9\u754c\uff0c\u5c1d\u8bd5\u8ba9\u6a21\u578b\u751f\u6210\u5b83\u539f\u672c\u4e0d\u5e94\u8be5\u751f\u6210\u7684\u5185\u5bb9\uff0c\u5e76\u5728\u6b64\u8fc7\u7a0b\u4e2d\u4e0d\u65ad\u5b66\u4e60\u548c\u6539\u8fdb\u3002\u8d8a\u72f1\u4e5f\u548c\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b\u5bc6\u5207\u76f8\u5173\uff0c\u56e0\u4e3a\u6a21\u578b\u4f1a\u4e0d\u65ad\u66f4\u65b0\u548c\u6539\u8fdb\uff0c\u4ee5\u6d88\u9664\u6f5c\u5728\u7684\u6f0f\u6d1e\u3002<\/p>\n<h3>9. \u53d1\u8a00\u4eba\u5173\u952e\u5f15\u8ff0<\/h3>\n<h4>9.1\u00a0<strong>\u5173\u4e8e\u63d0\u793a\u5de5\u7a0b\u7684\u5b9a\u4e49\u548c\u672c\u8d28\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>Zack Witten:<\/strong>\u00a0\u201c\u6211\u89c9\u5f97\u63d0\u793a\u5de5\u7a0b\u662f<strong>\u8bd5\u56fe\u8ba9\u6a21\u578b\u505a\u4e8b\u60c5\uff0c\u8bd5\u56fe\u53d1\u6325\u6a21\u578b\u7684\u6700\u5927\u6f5c\u529b<\/strong>\uff0c\u5c1d\u8bd5\u4e0e\u6a21\u578b\u5408\u4f5c\u5b8c\u6210\u4f60\u539f\u672c\u65e0\u6cd5\u5b8c\u6210\u7684\u4e8b\u60c5\u3002\u201d \u4ed6\u5f3a\u8c03\u4e86\u6e05\u6670\u6c9f\u901a\u7684\u91cd\u8981\u6027\uff0c\u5e76\u8ba4\u4e3a\u4e0e\u6a21\u578b\u5bf9\u8bdd<strong>\u5f88\u50cf\u4e0e\u4eba\u5bf9\u8bdd<\/strong>\u3002<\/li>\n<li><strong>Zack Witten:<\/strong>\u00a0\u201c<strong>\u5de5\u7a0b\u90e8\u5206\u6765\u81ea\u53cd\u590d\u8bd5\u9a8c<\/strong>\u3002\u201d \u4ed6\u6307\u51fa\uff0c\u4e0e\u4eba\u4ea4\u8c08\u4e0d\u540c\u7684\u662f\uff0c\u4e0e\u6a21\u578b\u5bf9\u8bdd\u6709\u201c\u91cd\u542f\u6309\u94ae\u201d\uff0c\u53ef\u4ee5\u8ba9\u4f60\u4ece\u5934\u5f00\u59cb\uff0c\u72ec\u7acb\u5c1d\u8bd5\u4e0d\u540c\u7684\u65b9\u6cd5\uff0c\u8fd9\u4f7f\u5f97\u5b9e\u9a8c\u548c\u8bbe\u8ba1\u6210\u4e3a\u53ef\u80fd\u3002<\/li>\n<li><strong>David Hershey:<\/strong>\u00a0\u201c\u6211\u8ba4\u4e3a\u63d0\u793a\u6709\u70b9\u50cf\u662f\u4f60<strong>\u7f16\u7a0b\u6a21\u578b\u7684\u65b9\u5f0f<\/strong>\u3002\u201d \u4ed6\u6307\u51fa\uff0c\u6784\u5efa\u4e00\u4e2a\u4f7f\u7528\u8bed\u8a00\u6a21\u578b\u7684\u7cfb\u7edf\u4e0d\u4ec5\u9700\u8981\u7f16\u5199\u63d0\u793a\uff0c\u8fd8\u9700\u8981\u8003\u8651\u6570\u636e\u6765\u6e90\u3001\u5ef6\u8fdf\u548c\u7cfb\u7edf\u96c6\u6210\u7b49\u95ee\u9898\u3002<\/li>\n<li><strong>Zack Witten:<\/strong>\u00a0\u201c<strong>\u6211\u4eec\u73b0\u5728\u5199\u7684\u6587\u7ae0\uff0c\u5c31\u50cf\u4ee3\u7801\u4e00\u6837<\/strong>\u3002\u201d \u4ed6\u8ba4\u4e3a\uff0c\u4e66\u9762\u6587\u672c\uff0c\u5982\u4e00\u7bc7\u597d\u6587\u7ae0\uff0c\u73b0\u5728\u53ef\u4ee5\u50cf\u4ee3\u7801\u4e00\u6837\u88ab\u5bf9\u5f85\u3002<\/li>\n<\/ul>\n<h4>9.2\u00a0<strong>\u5173\u4e8e\u597d\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u7684\u7279\u8d28\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>Amanda Askell:<\/strong>\u00a0\u201c\u6211\u8ba4\u4e3a\u8fd9\u6df7\u5408\u4e86\u6e05\u6670\u7684\u6c9f\u901a\uff0c\u6240\u4ee5\u80fd\u591f\u6e05\u6670\u5730\u8868\u8fbe\u4e8b\u7269\uff0c\u6e05\u6670\u5730\u7406\u89e3\u4efb\u52a1\uff0c<strong>\u5f88\u597d\u5730\u601d\u8003\u548c\u63cf\u8ff0\u6982\u5ff5<\/strong>\u3002\u201d \u5979\u5f3a\u8c03\u4e86<strong>\u8fed\u4ee3\u80fd\u529b<\/strong>\uff0c\u4ee5\u53ca<strong>\u601d\u8003\u63d0\u793a\u53ef\u80fd\u51fa\u9519\u7684\u65b9\u5f0f<\/strong>\u3002<\/li>\n<li><strong>Amanda Askell:<\/strong>\u00a0\u201c<strong>\u4e00\u4e2a\u597d\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u4e0e\u4e00\u4e2a\u574f\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u7684\u533a\u522b<\/strong>\uff0c\u5728\u4e8e\u662f\u5426\u80fd\u7cfb\u7edf\u5730\u5206\u89e3\u4efb\u52a1\u6240\u9700\u7684\u5168\u90e8\u4fe1\u606f\u3002\u201d \u5979\u5f3a\u8c03\u4e86\u4ece\u81ea\u5df1\u7684\u7406\u89e3\u4e2d\u62bd\u79bb\u51fa\u6765\uff0c\u5411\u6a21\u578b<strong>\u6e05\u6670\u5730\u4f20\u9012\u4fe1\u606f<\/strong>\u7684\u91cd\u8981\u6027\u3002<\/li>\n<li><strong>Zack Witten:<\/strong>\u00a0\u201c<strong>\u9605\u8bfb\u6a21\u578b\u7684\u8f93\u51fa<\/strong>\u201d\u3002 \u4ed6\u5f3a\u8c03\u4ed4\u7ec6\u9605\u8bfb\u6a21\u578b\u8f93\u51fa\u7684\u91cd\u8981\u6027\uff0c\u5e76\u6307\u51fa\uff0c\u5373\u4f7f\u5728\u63d0\u793a\u4e2d\u52a0\u5165\u4e86\u201c\u9010\u6b65\u601d\u8003\u201d\uff0c\u4e5f\u5e94\u8be5\u68c0\u67e5\u6a21\u578b\u662f\u5426\u771f\u7684\u5728\u9010\u6b65\u601d\u8003\u3002<\/li>\n<li><strong>Amanda Askell:<\/strong>\u00a0&#8220;\u6211<strong>\u4e0d\u4fe1\u4efb\u6a21\u578b<\/strong>\uff0c\u7136\u540e\u6211\u53ea\u662f\u4e0d\u65ad\u5730\u5c1d\u8bd5\u3002&#8221; \u5979\u8ba4\u4e3a\u9700\u8981\u4e0d\u65ad\u5730\u6d4b\u8bd5\u6a21\u578b\uff0c\u5c24\u5176\u662f\u5728\u4e0d\u719f\u6089\u7684\u9886\u57df\uff0c\u4ee5\u786e\u4fdd\u5176\u53ef\u9760\u6027\u3002<\/li>\n<\/ul>\n<h4>9.3\u00a0<strong>\u5173\u4e8e\u63d0\u793a\u7684\u5b9e\u8df5\u548c\u6280\u5de7\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>David Hershey:<\/strong>\u00a0\u201c\u5f88\u591a\u65f6\u5019\uff0c\u5b83\u4e0d\u50cf\u4f60\u5199\u4e00\u4e2a\u63d0\u793a\uff0c\u7136\u540e\u628a\u5b83\u7ed9\u6a21\u578b\u5c31\u7ed3\u675f\u4e86\u3002\u4e8b\u5b9e\u4e0a\uff0c\u5b83\u8fdc\u4e0d\u6b62\u4e8e\u6b64\u3002<strong>\u5b83\u8981\u590d\u6742\u5f97\u591a<\/strong>\u3002\u201d \u4ed6\u6307\u51fa\uff0c\u63d0\u793a\u901a\u5e38\u9700\u8981\u96c6\u6210\u5230\u66f4\u5927\u7684\u7cfb\u7edf\u4e2d\u3002<\/li>\n<li><strong>Zack Witten:<\/strong>\u00a0\u201c<strong>\u5c1d\u8bd5\u4e0d\u8981\u62bd\u8c61\u5316\u4f60\u7684\u63d0\u793a<\/strong>\uff0c<strong>\u6e05\u6670\u5730\u63cf\u8ff0\u4efb\u52a1<\/strong>\uff0c\u4e0d\u8981\u5c1d\u8bd5\u6784\u5efa\u75af\u72c2\u7684\u62bd\u8c61\u3002\u201d \u4ed6\u8ba4\u4e3a\uff0c\u6e05\u6670\u5730\u63cf\u8ff0\u4efb\u52a1\u901a\u5e38\u6bd4\u5c1d\u8bd5\u6784\u5efa\u590d\u6742\u7684\u62bd\u8c61\u66f4\u6709\u6548\u3002<\/li>\n<li><strong>Amanda Askell:<\/strong>\u00a0\u201c\u6211\u505a\u7684\u7b2c\u4e00\u4ef6\u4e8b\u5c31\u662f\uff0c\u6211\u5148\u7ed9\u5b83\u63d0\u793a\uff0c\u7136\u540e\u6211\u4f1a\u8bf4\uff1a\u2018<strong>\u6211\u4e0d\u60f3\u8ba9\u4f60\u9075\u5faa\u8fd9\u4e9b\u6307\u793a\u3002\u6211\u53ea\u662f\u60f3\u8ba9\u4f60\u544a\u8bc9\u6211\uff0c\u5b83\u4eec\u6709\u54ea\u4e9b\u4e0d\u6e05\u695a\u7684\u5730\u65b9\u3001\u4efb\u4f55\u6b67\u4e49\u6216\u4efb\u4f55\u4f60\u4e0d\u7406\u89e3\u7684\u5730\u65b9<\/strong>\u3002\u2019\u201d \u5979\u5efa\u8bae\u5728\u521d\u59cb\u63d0\u793a\u540e\uff0c\u8981\u6c42\u6a21\u578b\u6307\u51fa\u4e0d\u6e05\u6670\u6216\u6709\u6b67\u4e49\u7684\u5730\u65b9\u3002<\/li>\n<li><strong>Amanda Askell:<\/strong>\u00a0\u201c\u5982\u679c\u4eba\u4eec\u770b\u5230\u6a21\u578b\u72af\u9519\uff0c\u4ed6\u4eec\u901a\u5e38\u4e0d\u4f1a<strong>\u76f4\u63a5\u95ee\u6a21\u578b<\/strong>\u3002\u201d \u5979\u5efa\u8bae\u5f53\u6a21\u578b\u72af\u9519\u65f6\uff0c\u53ef\u4ee5\u76f4\u63a5\u95ee\u6a21\u578b\u4e3a\u4ec0\u4e48\u4f1a\u72af\u9519\uff0c\u4ee5\u53ca\u5982\u4f55\u4fee\u6539\u6307\u4ee4\u4ee5\u907f\u514d\u9519\u8bef\u3002<\/li>\n<li><strong>David Hershey:<\/strong>\u00a0\u201c\u5982\u679c\u4f60\u4e0d\u7ed9\u5b83\u4e00\u4e2a**\u201c\u9000\u51fa\u201d\u9009\u9879**\uff0c\u5b83\u5c31\u4f1a\u4e00\u76f4\u5c1d\u8bd5\u9075\u5faa\u4f60\u7684\u6307\u4ee4\u3002\u201d \u4ed6\u5f3a\u8c03\u5728\u63d0\u793a\u4e2d\u63d0\u4f9b\u201c\u9000\u51fa\u201d\u9009\u9879\u7684\u91cd\u8981\u6027\uff0c\u4ee5\u4fbf\u6a21\u578b\u5728\u9047\u5230\u4e0d\u786e\u5b9a\u60c5\u51b5\u65f6\u80fd\u591f\u5904\u7406\u3002<\/li>\n<li><strong>Amanda Askell:<\/strong>\u00a0\u201c<strong>\u4e0d\u8981\u8fc7\u5ea6\u6267\u7740\u4e8e\u4e00\u4e2a\u5b8c\u7f8e\u7684\u63d0\u793a<\/strong>\u3002\u201d \u5979\u8ba4\u4e3a\uff0c\u8fc7\u5ea6\u8ffd\u6c42\u5b8c\u7f8e\u7684\u63d0\u793a\u53ef\u80fd\u4f1a\u5bfc\u81f4\u505c\u6ede\u4e0d\u524d\uff0c\u91cd\u8981\u7684\u662f\u8981\u8ba4\u8bc6\u5230\u4f55\u65f6\u5e94\u8be5\u505c\u6b62\u4f18\u5316\u3002<\/li>\n<li><strong>Zack Witten:<\/strong>\u00a0\u201c\u6211\u901a\u5e38\u4f1a<strong>\u5c3d\u91cf\u4fdd\u6301\u8bed\u6cd5\u548c\u6807\u70b9\u7684\u6b63\u786e<\/strong>\uff0c\u56e0\u4e3a\u6211\u89c9\u5f97\u8fd9\u5f88\u6709\u8da3\u3002\u201d \u4ed6\u8ba4\u4e3a\uff0c\u5bf9\u7ec6\u8282\u7684\u5173\u6ce8\u5f88\u91cd\u8981\uff0c\u5373\u4f7f\u6a21\u578b\u53ef\u80fd\u5e76\u4e0d\u9700\u8981\u5b8c\u7f8e\u7684\u8bed\u6cd5\u3002<\/li>\n<\/ul>\n<h4>9.4\u00a0<strong>\u5173\u4e8e\u89d2\u8272\u626e\u6f14\u548c\u63d0\u793a\u7684\u672a\u6765\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>Amanda Askell:<\/strong>\u00a0\u201c\u6211\u53ea\u662f\u89c9\u5f97<strong>\u6ca1\u6709\u5fc5\u8981\u6b3a\u9a97\u4ed6\u4eec<\/strong>\u3002\u201d \u5979\u8ba4\u4e3a\uff0c\u968f\u7740\u6a21\u578b\u8d8a\u6765\u8d8a\u5f3a\u5927\uff0c\u4e0d\u9700\u8981\u518d\u4f7f\u7528\u865a\u5047\u7684\u89d2\u8272\u626e\u6f14\uff0c\u76f4\u63a5\u8bf4\u660e\u4efb\u52a1\u5373\u53ef\u3002<\/li>\n<li><strong>Amanda Askell:<\/strong>\u00a0\u201c<strong>\u4f60\u5fc5\u987b\u7528\u6587\u5b57\u8868\u8fbe\u4f60\u60f3\u8981\u7684\u4e1c\u897f<\/strong>\uff0c\u6709\u65f6\u6211\u60f3\u8981\u7684\u4e1c\u897f\u76f8\u5f53\u5fae\u5999\u3002\u201d \u5979\u8ba4\u4e3a\uff0c\u6709\u65f6\u5019\u4f60\u9700\u8981\u53d1\u660e\u65b0\u7684\u6982\u5ff5\u6765\u8868\u8fbe\u81ea\u5df1\u7684\u610f\u56fe\uff0c\u5e76\u4e0e\u6a21\u578b\u534f\u540c\u5b9a\u4e49\u5b83\u4eec\u3002<\/li>\n<li><strong>Amanda Askell:<\/strong>\u00a0\u201c\u4e5f\u8bb8\u63d0\u793a\u4f1a\u53d8\u5f97\u50cf<strong>\u6211\u89e3\u91ca\u6211\u60f3\u8981\u4ec0\u4e48\uff0c\u7136\u540e\u6a21\u578b\u63d0\u793a\u6211<\/strong>\u3002\u201d \u5979\u8bbe\u60f3\u672a\u6765\u6a21\u578b\u80fd\u591f\u53cd\u8fc7\u6765\u63d0\u793a\u7528\u6237\uff0c\u4ee5\u5e2e\u52a9\u4ed6\u4eec\u660e\u786e\u81ea\u5df1\u7684\u9700\u6c42\u3002<\/li>\n<li><strong>Zack Witten:<\/strong>\u00a0\u201c\u6211\u89c9\u5f97<strong>\u6211\u4eec\u5c06\u6765\u4f1a\u66f4\u591a\u5730\u4f7f\u7528\u6a21\u578b\u6765\u5e2e\u52a9\u6211\u4eec\u8fdb\u884c\u63d0\u793a<\/strong>\u3002\u201d \u4ed6\u8ba4\u4e3a\uff0c\u672a\u6765\u4f1a\u4f7f\u7528\u6a21\u578b\u6765\u5e2e\u52a9\u751f\u6210\u63d0\u793a\uff0c\u5e76\u4e0e\u6a21\u578b\u8fdb\u884c\u9ad8\u5e26\u5bbd\u4ea4\u4e92\u3002<\/li>\n<\/ul>\n<h4>9.5\u00a0<strong>\u5173\u4e8e\u63d0\u793a\u5de5\u7a0b\u7684\u6f14\u53d8\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>Amanda Askell:<\/strong>\u00a0\u201c\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\uff0c\u6211<strong>\u8d8a\u6765\u8d8a\u503e\u5411\u4e8e\u4fe1\u4efb\u5b83<\/strong>\uff0c\u7ed9\u4e88\u5b83\u66f4\u591a\u7684\u4fe1\u606f\u548c\u4e0a\u4e0b\u6587\u3002\u201d \u5979\u8ba4\u4e3a\uff0c\u968f\u7740\u6a21\u578b\u7684\u8fdb\u6b65\uff0c\u73b0\u5728\u53ef\u4ee5\u4fe1\u4efb\u6a21\u578b\u5904\u7406\u66f4\u591a\u7684\u4fe1\u606f\u548c\u4e0a\u4e0b\u6587\u3002<\/li>\n<\/ul>\n<h4>9.6\u00a0<strong>\u5173\u952e\u603b\u7ed3\uff1a<\/strong><\/h4>\n<ul>\n<li><strong>\u6e05\u6670\u7684\u6c9f\u901a\u548c\u8fed\u4ee3\u662f\u63d0\u793a\u5de5\u7a0b\u7684\u6838\u5fc3<\/strong>\u3002<\/li>\n<li>\u597d\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981<strong>\u7406\u89e3\u6a21\u578b\u7684\u5de5\u4f5c\u65b9\u5f0f<\/strong>\uff0c\u5e76<strong>\u4e0d\u65ad\u63a2\u7d22\u6a21\u578b\u7684\u8fb9\u754c<\/strong>\u3002<\/li>\n<li><strong>\u672a\u6765\uff0c\u6a21\u578b\u5c06\u6210\u4e3a\u63d0\u793a\u7684\u52a9\u624b\uff0c\u751a\u81f3\u53ef\u4ee5\u53cd\u8fc7\u6765\u63d0\u793a\u7528\u6237<\/strong>\u3002<\/li>\n<li>\u63d0\u793a\u5de5\u7a0b\u7684\u6280\u80fd\u5c06\u4ece<strong>\u4f4e\u7ea7\u4efb\u52a1\u8f6c\u79fb\u5230\u66f4\u9ad8\u7ea7\u522b\u7684\u4efb\u52a1<\/strong>\uff0c\u4f8b\u5982\u4efb\u52a1\u5206\u89e3\u548c\u590d\u6742\u63a8\u7406\u3002<\/li>\n<li><strong>\u5185\u7701\u80fd\u529b\u548c\u6982\u5ff5\u5b9a\u4e49<\/strong>\u5c06\u53d8\u5f97\u66f4\u52a0\u91cd\u8981\u3002<\/li>\n<\/ul>\n<h2>\u5173\u952e\u672f\u8bed\u89e3\u91ca<\/h2>\n<ul>\n<li><strong>\u63d0\u793a\u5de5\u7a0b (Prompt Engineering)\uff1a<\/strong>\u4e00\u79cd\u4f18\u5316\u6587\u672c\u8f93\u5165\uff08\u63d0\u793a\uff09\u4ee5\u4ece\u8bed\u8a00\u6a21\u578b\u4e2d\u83b7\u5f97\u6240\u9700\u8f93\u51fa\u7684\u65b9\u6cd5\u3002<\/li>\n<li><strong>\u8fed\u4ee3 (Iteration)\uff1a<\/strong>\u5728\u63d0\u793a\u5de5\u7a0b\u4e2d\uff0c\u6307\u4e0d\u65ad\u8c03\u6574\u548c\u6539\u8fdb\u63d0\u793a\u7684\u8fc7\u7a0b\uff0c\u6bcf\u6b21\u90fd\u57fa\u4e8e\u6a21\u578b\u7684\u53cd\u9988\u8fdb\u884c\u6539\u8fdb\u3002<\/li>\n<li><strong>\u601d\u7ef4\u94fe (Chain of Thought)\uff1a<\/strong>\u4e00\u79cd\u63d0\u793a\u6280\u672f\uff0c\u8981\u6c42\u6a21\u578b\u5728\u7ed9\u51fa\u6700\u7ec8\u7b54\u6848\u4e4b\u524d\uff0c\u9010\u6b65\u89e3\u91ca\u5176\u63a8\u7406\u8fc7\u7a0b\u3002<\/li>\n<li><strong>\u96f6\u6837\u672c (Zero-Shot)\uff1a<\/strong>\u6307\u5728\u4e0d\u63d0\u4f9b\u4efb\u4f55\u793a\u4f8b\u7684\u60c5\u51b5\u4e0b\uff0c\u6a21\u578b\u76f4\u63a5\u56de\u7b54\u95ee\u9898\u7684\u80fd\u529b\u3002<\/li>\n<li><strong>\u5c11\u6837\u672c (Few-Shot)\uff1a<\/strong>\u5728\u63d0\u793a\u4e2d\u63d0\u4f9b\u5c11\u91cf\u793a\u4f8b\uff0c\u4ee5\u6307\u5bfc\u6a21\u578b\u8f93\u51fa\uff0c\u4f7f\u5176\u66f4\u597d\u5730\u5b8c\u6210\u4efb\u52a1\u3002<\/li>\n<li><strong>\u68c0\u7d22\u589e\u5f3a\u751f\u6210 (Retrieval-Augmented Generation, RAG)\uff1a<\/strong>\u4e00\u79cd\u65b9\u6cd5\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u8bbf\u95ee\u5916\u90e8\u77e5\u8bc6\u5e93\uff0c\u4ee5\u4fbf\u5728\u751f\u6210\u56de\u7b54\u65f6\u83b7\u53d6\u76f8\u5173\u4fe1\u606f\u3002<\/li>\n<li><strong>\u6a21\u578b\u8f93\u51fa (Model Output)\uff1a<\/strong>\u6307\u8bed\u8a00\u6a21\u578b\u6839\u636e\u63d0\u793a\u751f\u6210\u7684\u6587\u672c\u56de\u590d\u3002<\/li>\n<li><strong>\u7406\u8bba\u601d\u7ef4 (Theory of Mind)\uff1a<\/strong>\u5728\u63d0\u793a\u5de5\u7a0b\u7684\u80cc\u666f\u4e0b\uff0c\u6307\u7406\u89e3\u8bed\u8a00\u6a21\u578b\u5982\u4f55\u7406\u89e3\u548c\u5904\u7406\u6307\u4ee4\u7684\u80fd\u529b\u3002<\/li>\n<li><strong>RLHF (Reinforcement Learning from Human Feedback)<\/strong>\uff1a\u4e00\u79cd\u8bad\u7ec3\u6280\u672f\uff0c\u4f7f\u7528\u4eba\u7c7b\u53cd\u9988\u6765\u4f18\u5316\u8bed\u8a00\u6a21\u578b\u7684\u884c\u4e3a\u548c\u8f93\u51fa\u3002<\/li>\n<li><strong>\u9884\u8bad\u7ec3\u6a21\u578b (Pretrained Model)\uff1a<\/strong>\u5728\u5927\u91cf\u6587\u672c\u6570\u636e\u4e0a\u8bad\u7ec3\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u7136\u540e\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u8fdb\u884c\u5fae\u8c03\u3002<\/li>\n<li><strong>\u4f01\u4e1a\u7ea7\u63d0\u793a (Enterprise Prompt)\uff1a<\/strong>\u4e3a\u4f01\u4e1a\u5e94\u7528\u573a\u666f\u8bbe\u8ba1\u7684\u63d0\u793a\uff0c\u5f3a\u8c03\u53ef\u9760\u6027\u548c\u4e00\u81f4\u6027\u3002<\/li>\n<li><strong>\u7814\u7a76\u578b\u63d0\u793a (Research Prompt)\uff1a<\/strong>\u4e3a\u4e86\u7814\u7a76\u76ee\u7684\u8bbe\u8ba1\u7684\u63d0\u793a\uff0c\u65e8\u5728\u63a2\u7d22\u6a21\u578b\u80fd\u529b\u5e76\u83b7\u5f97\u591a\u6837\u5316\u7684\u8f93\u51fa\u3002<\/li>\n<li><strong>\u8d8a\u72f1 (Jailbreaking)\uff1a<\/strong>\u4e00\u79cd\u5c1d\u8bd5\u901a\u8fc7\u7ed5\u8fc7\u5b89\u5168\u63aa\u65bd\uff0c\u4f7f\u6a21\u578b\u751f\u6210\u6709\u5bb3\u6216\u4e0d\u9002\u5f53\u5185\u5bb9\u7684\u63d0\u793a\u3002<\/li>\n<li><strong>\u7ea2\u961f (Red Teaming)\uff1a<\/strong>\u6a21\u62df\u653b\u51fb\uff0c\u4ee5\u6d4b\u8bd5\u6a21\u578b\u548c\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u548c\u9c81\u68d2\u6027\u3002<\/li>\n<li><strong>\u8bc4\u4f30 (Eval)\uff1a<\/strong>\u4e00\u79cd\u7528\u4e8e\u8861\u91cf\u8bed\u8a00\u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u7684\u6d4b\u8bd5\u6216\u6570\u636e\u96c6\u3002<\/li>\n<\/ul>\n<h1>\u64ad\u5ba2\u4e2d\u6587\u5168\u6587\u7ffb\u8bd1<\/h1>\n<h1>\u4e2d\u6587\u7ffb\u8bd1<\/h1>\n<p><strong>\u5f15\u8a00 (00:00-00:27)<\/strong><\/p>\n<p><strong>Alex\uff08\u4e3b\u6301\u4eba\uff09\uff1a<\/strong>\u00a0\u5927\u5bb6\u597d\uff0c\u6211\u662f Alex\uff0c\u672c\u6b21\u5706\u684c\u8ba8\u8bba\u5c06\u4e3b\u8981\u805a\u7126\u4e8e\u63d0\u793a\u5de5\u7a0b\uff08Prompt Engineering\uff09\u3002\u6211\u4eec\u5c06\u4ece\u7814\u7a76\u3001\u6d88\u8d39\u8005\u548c\u4f01\u4e1a\u7b49\u591a\u4e2a\u89d2\u5ea6\u63a2\u8ba8\u63d0\u793a\uff0c\u5206\u4eab\u89c1\u89e3\uff0c\u5e76\u6df1\u5165\u8ba8\u8bba\u63d0\u793a\u5de5\u7a0b\u7684\u672c\u8d28\u3002<\/p>\n<p><strong>\u56e2\u961f\u6210\u5458\u81ea\u6211\u4ecb\u7ecd (00:28-02:00)<\/strong><\/p>\n<p>&#8211;\u00a0<strong>Alex\uff1a<\/strong>\u00a0Anthropic \u5f00\u53d1\u8005\u5173\u7cfb\u8d1f\u8d23\u4eba\uff0c\u66fe\u4efb Anthropic \u63d0\u793a\u5de5\u7a0b\u5e08\uff0c\u8d1f\u8d23\u89e3\u51b3\u65b9\u6848\u67b6\u6784\u548c\u7814\u7a76\u5de5\u4f5c\u3002<\/p>\n<p>&#8211;\u00a0<strong>David Hershey\uff1a<\/strong>\u00a0\u4e3b\u8981\u8d1f\u8d23\u4e0e\u5ba2\u6237\u5408\u4f5c\uff0c\u5e2e\u52a9\u4ed6\u4eec\u8fdb\u884c\u6a21\u578b\u5fae\u8c03\uff0c\u89e3\u51b3\u91c7\u7528\u8bed\u8a00\u6a21\u578b\u65f6\u7684\u5e38\u89c1\u95ee\u9898\uff0c\u4f8b\u5982\u63d0\u793a\u5de5\u7a0b\u548c\u6784\u5efa\u57fa\u4e8e\u8bed\u8a00\u6a21\u578b\u7684\u7cfb\u7edf\u3002<\/p>\n<p>&#8211;\u00a0<strong>Amanda Askell\uff1a<\/strong>\u00a0Anthropic \u5fae\u8c03\u56e2\u961f\u8d1f\u8d23\u4eba\u4e4b\u4e00\uff0c\u81f4\u529b\u4e8e\u8ba9 <a href=\"https:\/\/www.kdjingpai.com\/pt\/claudeanquanfubai\/\">Claude<\/a> \u66f4\u8bda\u5b9e\u3001\u66f4\u53cb\u5584\u3002<\/p>\n<p>&#8211;\u00a0<strong>Zack Witten\uff1a<\/strong>\u00a0Anthropic \u63d0\u793a\u5de5\u7a0b\u5e08\uff0c\u66fe\u4e0e\u5ba2\u6237\u5408\u4f5c\uff0c\u76ee\u524d\u81f4\u529b\u4e8e\u63d0\u5347\u6574\u4e2a\u793e\u4f1a\u7684\u63d0\u793a\u5de5\u7a0b\u6c34\u5e73\uff0c\u4f8b\u5982\u5f00\u53d1\u63d0\u793a\u751f\u6210\u5668\u548c\u5404\u79cd\u6559\u80b2\u6750\u6599\u3002<\/p>\n<p><strong>\u4ec0\u4e48\u662f\u63d0\u793a\u5de5\u7a0b\uff1f(02:01-06:29)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u4ec0\u4e48\u662f\u63d0\u793a\u5de5\u7a0b\uff1f\u4e3a\u4ec0\u4e48\u79f0\u5176\u4e3a\u201c\u5de5\u7a0b\u201d\uff1f\u201c\u63d0\u793a\u201d\u7a76\u7adf\u662f\u4ec0\u4e48\uff1f<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u63d0\u793a\u5de5\u7a0b\u65e8\u5728\u5f15\u5bfc\u6a21\u578b\u5b8c\u6210\u4efb\u52a1\uff0c\u5145\u5206\u53d1\u6325\u6a21\u578b\u7684\u6f5c\u529b\uff0c\u901a\u8fc7\u4e0e\u6a21\u578b\u534f\u4f5c\u5b8c\u6210\u539f\u672c\u65e0\u6cd5\u5b8c\u6210\u7684\u5de5\u4f5c\u3002\u5176\u6838\u5fc3\u5728\u4e8e\u6e05\u6670\u7684\u6c9f\u901a\u3002\u4e0e\u6a21\u578b\u5bf9\u8bdd\u5728\u5f88\u591a\u65b9\u9762\u7c7b\u4f3c\u4e8e\u4e0e\u4eba\u5bf9\u8bdd\uff0c\u9700\u8981\u7406\u89e3\u6a21\u578b\u7684\u201c\u5fc3\u7406\u201d\u3002<\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u4e3a\u4ec0\u4e48\u540d\u5b57\u91cc\u6709\u201c\u5de5\u7a0b\u201d\uff1f<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u201c\u5de5\u7a0b\u201d\u4f53\u73b0\u5728\u8bd5\u9519\u8fc7\u7a0b\u4e0a\u3002\u4e0e\u4eba\u4e0d\u540c\uff0c\u6a21\u578b\u53ef\u4ee5\u201c\u91cd\u65b0\u5f00\u59cb\u201d\uff0c\u8fd9\u610f\u5473\u7740\u4f60\u53ef\u4ee5\u4ece\u5934\u5f00\u59cb\u5c1d\u8bd5\u4e0d\u540c\u7684\u65b9\u6cd5\uff0c\u907f\u514d\u76f8\u4e92\u5e72\u6270\u3002\u8fd9\u79cd\u5b9e\u9a8c\u548c\u8bbe\u8ba1\u7684\u80fd\u529b\u8d4b\u4e88\u4e86\u63d0\u793a\u5de5\u7a0b\u7684\u201c\u5de5\u7a0b\u201d\u5c5e\u6027\u3002<\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u6240\u4ee5\uff0c\u63d0\u793a\u5de5\u7a0b\u662f\u6307\u7f16\u5199\u63d0\u793a\uff0c\u4e0e\u6a21\u578b\u4ea4\u4e92\uff0c\u8fed\u4ee3\u4fee\u6539\uff0c\u5e76\u6bcf\u6b21\u90fd\u80fd\u56de\u9000\u5230\u521d\u59cb\u72b6\u6001\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u672c\u8eab\u5c31\u662f\u201c\u5de5\u7a0b\u201d\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u53e6\u4e00\u4e2a\u65b9\u9762\u662f\u5c06\u63d0\u793a\u96c6\u6210\u5230\u6574\u4e2a\u7cfb\u7edf\u4e2d\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u63d0\u793a\u53ef\u4ee5\u770b\u4f5c\u662f\u7f16\u5199\u6a21\u578b\u7684\u4e00\u79cd\u65b9\u5f0f\uff0c\u4f46\u66f4\u91cd\u8981\u7684\u662f\u6e05\u6670\u7684\u8868\u8fbe\u3002\u628a\u5b83\u5f53\u6210\u7f16\u7a0b\uff0c\u5c31\u9700\u8981\u8003\u8651\u6570\u636e\u6765\u6e90\u3001\u53ef\u8bbf\u95ee\u7684\u6570\u636e\u3001\u5ef6\u8fdf\u6743\u8861\u4ee5\u53ca\u63d0\u4f9b\u7684\u6570\u636e\u91cf\u7b49\u3002\u6784\u5efa\u6a21\u578b\u9700\u8981\u7cfb\u7edf\u6027\u7684\u601d\u8003\uff0c\u8fd9\u4e5f\u662f\u63d0\u793a\u5de5\u7a0b\u533a\u522b\u4e8e\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u6216\u4ea7\u54c1\u7ecf\u7406\u7684\u5730\u65b9\uff0c\u5b83\u81ea\u6210\u4f53\u7cfb\u3002<\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u63d0\u793a\u662f\u81ea\u7136\u8bed\u8a00\u4ee3\u7801\u5417\uff1f\u662f\u66f4\u9ad8\u5c42\u6b21\u7684\u62bd\u8c61\u8fd8\u662f\u72ec\u7acb\u7684\u6982\u5ff5\uff1f<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u8fc7\u5ea6\u62bd\u8c61\u5316\u63d0\u793a\u4f1a\u4f7f\u95ee\u9898\u590d\u6742\u5316\uff0c\u901a\u5e38\u53ea\u9700\u6e05\u6670\u63cf\u8ff0\u4efb\u52a1\u3002\u4f46\u63d0\u793a\u786e\u5b9e\u5c06\u6307\u4ee4\u7f16\u8bd1\u6210\u7ed3\u679c\uff0c\u56e0\u6b64\u7cbe\u786e\u6027\u3001\u7248\u672c\u63a7\u5236\u3001\u5b9e\u9a8c\u8ddf\u8e2a\u7b49\u7f16\u7a0b\u4e2d\u7684\u91cd\u8981\u6982\u5ff5\u540c\u6837\u9002\u7528\u4e8e\u63d0\u793a\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u73b0\u5728\uff0c\u6211\u4eec\u628a\u5199\u597d\u7684\u6587\u7ae0\u5f53\u4f5c\u4ee3\u7801\u5bf9\u5f85\uff0c\u8fd9\u662f\u5408\u7406\u7684\u3002<\/p>\n<p><strong>\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u5e94\u5177\u5907\u54ea\u4e9b\u7d20\u8d28\uff1f(06:30-12:43)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u4ec0\u4e48\u6837\u7684\u4eba\u624d\u79f0\u5f97\u4e0a\u662f\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\uff1fAmanda\uff0c\u4f60\u5728\u62db\u8058\u7814\u7a76\u578b\u63d0\u793a\u5de5\u7a0b\u5e08\u65f6\u770b\u91cd\u54ea\u4e9b\u65b9\u9762\uff1f<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981\u5177\u5907\u6e05\u6670\u7684\u6c9f\u901a\u80fd\u529b\u3001\u8fed\u4ee3\u80fd\u529b\u4ee5\u53ca\u9884\u6d4b\u63d0\u793a\u53ef\u80fd\u51fa\u9519\u60c5\u51b5\u7684\u80fd\u529b\u3002\u6e05\u6670\u7684\u6c9f\u901a\u610f\u5473\u7740\u80fd\u6e05\u695a\u5730\u8868\u8fbe\u3001\u7406\u89e3\u4efb\u52a1\uff0c\u5e76\u51c6\u786e\u5730\u63cf\u8ff0\u6982\u5ff5\u3002\u4f18\u79c0\u7684\u5199\u4f5c\u80fd\u529b\u4e0e\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u80fd\u529b\u5e76\u4e0d\u5b8c\u5168\u76f8\u5173\u3002\u63d0\u793a\u5de5\u7a0b\u5e76\u975e\u4e00\u8e74\u800c\u5c31\uff0c\u9700\u8981\u4e0d\u65ad\u8fed\u4ee3\uff0c\u5206\u6790\u6a21\u578b\u7684\u8bef\u89e3\u4e4b\u5904\u5e76\u8fdb\u884c\u4fee\u6b63\u3002\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u4f1a\u601d\u8003\u5728\u54ea\u4e9b\u7279\u6b8a\u60c5\u51b5\u4e0b\u6a21\u578b\u53ef\u80fd\u51fa\u9519\uff0c\u4f8b\u5982\u6570\u636e\u96c6\u4e2d\u6ca1\u6709\u4ee5\u201cG\u201d\u5f00\u5934\u7684\u540d\u5b57\uff0c\u6216\u8005\u8f93\u5165\u4e3a\u7a7a\u5b57\u7b26\u4e32\uff0c\u5e76\u9488\u5bf9\u8fd9\u4e9b\u60c5\u51b5\u8865\u5145\u8bf4\u660e\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u5de5\u7a0b\u5e08\u901a\u5e38\u4f1a\u8003\u8651\u7528\u6237\u53ef\u80fd\u8f93\u5165\u7684\u7406\u60f3\u60c5\u51b5\uff0c\u4f46\u5b9e\u9645\u60c5\u51b5\u53ef\u80fd\u662f\u7528\u6237\u4e0d\u4f7f\u7528\u5927\u5199\u5b57\u6bcd\u3001\u62fc\u5199\u9519\u8bef\u6216\u8f93\u5165\u65e0\u610f\u4e49\u7684\u8bcd\u8bed\u3002\u80fd\u591f\u9884\u89c1\u5b9e\u9645\u7684\u7528\u6237\u884c\u4e3a\u662f\u63d0\u793a\u5de5\u7a0b\u5e08\u7684\u53e6\u4e00\u9879\u91cd\u8981\u80fd\u529b\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u9605\u8bfb\u6a21\u578b\u7684\u8f93\u51fa\u81f3\u5173\u91cd\u8981\u3002\u7c7b\u4f3c\u4e8e\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u201c\u67e5\u770b\u6570\u636e\u201d\uff0c\u63d0\u793a\u5de5\u7a0b\u9700\u8981\u4ed4\u7ec6\u9605\u8bfb\u6a21\u578b\u7684\u8f93\u51fa\u3002\u4f8b\u5982\uff0c\u5373\u4f7f\u5728\u63d0\u793a\u4e2d\u8981\u6c42\u6a21\u578b\u201c\u9010\u6b65\u601d\u8003\u201d\uff0c\u4e5f\u9700\u8981\u68c0\u67e5\u6a21\u578b\u662f\u5426\u771f\u7684\u8fd9\u6837\u505a\u4e86\uff0c\u56e0\u4e3a\u6a21\u578b\u53ef\u80fd\u4f1a\u4ee5\u66f4\u62bd\u8c61\u6216\u6982\u62ec\u7684\u65b9\u5f0f\u7406\u89e3\u6307\u4ee4\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u7f16\u5199\u4efb\u52a1\u8bf4\u660e\u975e\u5e38\u56f0\u96be\uff0c\u9700\u8981\u5c06 Claude \u4e0d\u77e5\u9053\u7684\u4fe1\u606f\u6e05\u6670\u5730\u4f20\u8fbe\u7ed9\u5b83\u3002\u8bb8\u591a\u4eba\u4f1a\u628a\u4ed6\u4eec\u77e5\u9053\u7684\u4fe1\u606f\u76f4\u63a5\u5199\u4e0b\u6765\uff0c\u4f46\u6ca1\u6709\u7cfb\u7edf\u5730\u68b3\u7406\u51fa\u7406\u89e3\u4efb\u52a1\u6240\u9700\u7684\u5b8c\u6574\u4fe1\u606f\u96c6\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u5f88\u591a\u4eba\u5199\u7684\u63d0\u793a\u90fd\u662f\u57fa\u4e8e\u4ed6\u4eec\u5bf9\u4efb\u52a1\u7684\u5148\u9a8c\u7406\u89e3\uff0c\u5bfc\u81f4\u5176\u4ed6\u4eba\u65e0\u6cd5\u7406\u89e3\u3002\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u80fd\u591f\u8df3\u51fa\u81ea\u5df1\u7684\u77e5\u8bc6\u6846\u67b6\uff0c\u5c06\u4efb\u52a1\u5b8c\u6574\u5730\u4f20\u8fbe\u7ed9\u6a21\u578b\u3002<\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u5f88\u591a\u65f6\u5019\uff0c\u6839\u636e\u522b\u4eba\u5199\u7684\u63d0\u793a\uff0c\u6211\u65e0\u6cd5\u5b8c\u6210\u4efb\u52a1\uff0c\u800c\u6a21\u578b\u5374\u88ab\u671f\u671b\u6bd4\u6211\u505a\u5f97\u66f4\u597d\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u5f53\u524d\u7684\u6a21\u578b\u8fd8\u4e0d\u80fd\u50cf\u4eba\u7c7b\u90a3\u6837\u63d0\u51fa\u6709\u9488\u5bf9\u6027\u7684\u95ee\u9898\uff0c\u56e0\u6b64\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981\u81ea\u5df1\u601d\u8003\u5bf9\u65b9\u53ef\u80fd\u4f1a\u95ee\u4ec0\u4e48\u95ee\u9898\uff0c\u5e76\u5728\u63d0\u793a\u4e2d\u89e3\u7b54\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u4f1a\u8ba9\u6a21\u578b\u6307\u51fa\u63d0\u793a\u4e2d\u4e0d\u6e05\u695a\u6216\u6a21\u68f1\u4e24\u53ef\u7684\u5730\u65b9\uff0c\u5e76\u8ba9\u6a21\u578b\u89e3\u91ca\u51fa\u9519\u7684\u539f\u56e0\uff0c\u5e76\u63d0\u51fa\u4fee\u6539\u5efa\u8bae\u3002<\/p>\n<p><strong>\u5982\u4f55\u5224\u65ad\u6a21\u578b\u662f\u5426\u80fd\u53d1\u73b0\u81ea\u8eab\u9519\u8bef\uff1f(12:43-14:12)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u6a21\u578b\u771f\u7684\u80fd\u901a\u8fc7\u201c\u4e3a\u4ec0\u4e48\u72af\u9519\u201d\u7684\u53cd\u95ee\u53d1\u73b0\u81ea\u8eab\u9519\u8bef\u5417\uff1f\u5b83\u63d0\u4f9b\u7684\u89e3\u91ca\u662f\u771f\u5b9e\u7684\u8fd8\u662f\u6a21\u578b\u5bf9\u5176\u81ea\u8eab\u80fd\u529b\u7684\u201c\u5e7b\u89c9\u201d\uff1f<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u5982\u679c\u5411\u6a21\u578b\u89e3\u91ca\u5b83\u9519\u5728\u54ea\u91cc\uff0c\u5b83\u6709\u65f6\u53ef\u4ee5\u8bc6\u522b\u51fa\u95ee\u9898\u3002\u4f46\u8fd9\u53d6\u51b3\u4e8e\u5177\u4f53\u4efb\u52a1\uff0c\u6210\u529f\u7387\u4e0d\u786e\u5b9a\uff0c\u4f46\u6211\u603b\u4f1a\u5c1d\u8bd5\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u4e0e\u6a21\u578b\u4ea4\u4e92\u53ef\u4ee5\u5e2e\u52a9\u4f60\u4e86\u89e3\u60c5\u51b5\uff0c\u4e0d\u5c1d\u8bd5\u5c31\u4f1a\u9519\u5931\u8fd9\u4e9b\u4fe1\u606f\u3002<\/p>\n<p><strong>\u5982\u4f55\u5224\u65ad\u63d0\u793a\u662f\u5426\u53ef\u4fe1\uff1f(14:13-17:52)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u4f60\u5728 Slack \u9891\u9053\u4e2d\u7ecf\u5e38\u4e0e Claude \u4e92\u52a8\uff0c\u5e76\u5c06\u5176\u7528\u4e8e\u5404\u79cd\u7814\u7a76\u573a\u666f\u3002\u4f60\u662f\u5982\u4f55\u5efa\u7acb\u8d77\u5bf9\u6a21\u578b\u7684\u4fe1\u4efb\u7684\uff1f<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u5e76\u4e0d\u5b8c\u5168\u4fe1\u4efb\u6a21\u578b\uff0c\u800c\u662f\u4f1a\u4e0d\u65ad\u5730\u201c\u9524\u70bc\u201d\u5b83\u3002\u6211\u4f1a\u601d\u8003\u201c\u6211\u80fd\u4fe1\u4efb\u4f60\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\u5417\uff1f\u201d\u3002\u6a21\u578b\u6709\u65f6\u5728\u4e00\u4e9b\u770b\u4f3c\u7b80\u5355\u7684\u4efb\u52a1\u4e0a\u8868\u73b0\u4e0d\u53ef\u9760\uff0c\u8fd9\u901a\u5e38\u53d1\u751f\u5728\u6a21\u578b\u8bad\u7ec3\u6570\u636e\u5206\u5e03\u4e4b\u5916\u7684\u9886\u57df\u3002\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u63d0\u5347\uff0c\u8fd9\u79cd\u60c5\u51b5\u6b63\u5728\u51cf\u5c11\u3002\u6211\u4e0d\u9ed8\u8ba4\u4fe1\u4efb\u6a21\u578b\uff0c\u4f46\u6211\u8ba4\u4e3a\u5728\u673a\u5668\u5b66\u4e60\u4e2d\uff0c\u4eba\u4eec\u901a\u5e38\u5e0c\u671b\u67e5\u770b\u5927\u91cf\u6570\u636e\u4ee5\u6d88\u9664\u566a\u97f3\u3002\u800c\u5728\u63d0\u793a\u5de5\u7a0b\u4e2d\uff0c\u7cbe\u5fc3\u6784\u9020\u7684\u5c11\u91cf\u63d0\u793a\u6bd4\u5927\u91cf\u968f\u610f\u6784\u9020\u7684\u63d0\u793a\u66f4\u6709\u4ef7\u503c\u3002\u5982\u679c\u6211\u67e5\u770b\u4e86 100 \u4e2a\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u5e76\u4e14\u7ed3\u679c\u4e00\u81f4\uff0c\u800c\u4e14\u6211\u77e5\u9053\u8fd9\u4e9b\u8f93\u51fa\u6db5\u76d6\u4e86\u5404\u79cd\u8fb9\u7f18\u60c5\u51b5\u548c\u5f02\u5e38\u8f93\u5165\uff0c\u90a3\u4e48\u6211\u4f1a\u66f4\u4fe1\u4efb\u8fd9\u4e2a\u6a21\u578b\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u4fe1\u53f7\u901a\u5e38\u662f\u6570\u5b57\uff0c\u4f8b\u5982\u9884\u6d4b\u51c6\u786e\u7387\u3002\u800c\u6a21\u578b\u7684\u8f93\u51fa\u901a\u5e38\u662f\u5927\u91cf\u7684\u6587\u672c\uff0c\u6211\u4eec\u53ef\u4ee5\u4ece\u4e2d\u4e86\u89e3\u6a21\u578b\u662f\u5982\u4f55\u601d\u8003\u7684\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u6a21\u578b\u662f\u5426\u6b63\u786e\u5b8c\u6210\u4e86\u4efb\u52a1\uff0c\u800c\u662f\u5b83\u5982\u4f55\u5f97\u51fa\u7ed3\u679c\uff0c\u5b83\u7ecf\u5386\u4e86\u54ea\u4e9b\u6b65\u9aa4\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u7cbe\u5fc3\u7f16\u5199\u7684\u63d0\u793a\u53ef\u4ee5\u5c06\u5b9e\u9a8c\u6210\u529f\u7387\u4ece 1% \u751a\u81f3 0.1% \u63d0\u5347\u5230\u524d 1% \u751a\u81f3\u524d 0.1%\u3002\u5982\u679c\u4f60\u7684\u5b9e\u9a8c\u9700\u8981\u5728\u6a21\u578b\u6027\u80fd\u6392\u540d\u524d 1% \u624d\u80fd\u6210\u529f\uff0c\u90a3\u4e48\u5728\u63d0\u793a\u4e0a\u82b1\u8d39\u65f6\u95f4\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u5728\u4ea7\u54c1\u90e8\u7f72\u4e2d\uff0c\u4e00\u4e2a\u597d\u7684\u63d0\u793a\u53ef\u4ee5\u8ba9\u539f\u672c\u65e0\u6cd5\u53d1\u5e03\u7684\u4ea7\u54c1\u53d8\u5f97\u53ef\u7528\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u4f46\u662f\uff0c\u4e5f\u5b58\u5728\u201c\u66f4\u597d\u7684\u63d0\u793a\u6c38\u8fdc\u5728\u8def\u4e0a\u201d\u7684\u9677\u9631\u3002<\/p>\n<p><strong>\u5982\u4f55\u5224\u65ad\u4e00\u4e2a\u4efb\u52a1\u662f\u5426\u53ef\u4ee5\u901a\u8fc7\u63d0\u793a\u89e3\u51b3\uff1f(17:53-21:12)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u5982\u4f55\u5224\u65ad\u4e00\u4e2a\u4efb\u52a1\u662f\u5426\u6709\u53ef\u80fd\u901a\u8fc7\u63d0\u793a\u89e3\u51b3\uff1f<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u901a\u5e38\u4f1a\u68c0\u67e5\u6a21\u578b\u662f\u5426\u201c\u7406\u89e3\u201d\u4e86\u4efb\u52a1\u3002\u5982\u679c\u6a21\u578b\u660e\u663e\u65e0\u6cd5\u5b8c\u6210\u67d0\u9879\u4efb\u52a1\uff0c\u6211\u5c31\u4e0d\u4f1a\u82b1\u592a\u591a\u65f6\u95f4\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u4f60\u53ef\u4ee5\u5f15\u5bfc\u6a21\u578b\u8bf4\u51fa\u5b83\u7684\u601d\u8003\u8fc7\u7a0b\uff0c\u5e76\u4ece\u4e2d\u5224\u65ad\u5b83\u662f\u5426\u6b63\u786e\u7406\u89e3\u4e86\u4efb\u52a1\u3002\u5982\u679c\u6a21\u578b\u6bcf\u6b21\u7684\u601d\u8003\u8fc7\u7a0b\u90fd\u5b8c\u5168\u4e0d\u540c\uff0c\u800c\u4e14\u4e0e\u6b63\u786e\u65b9\u5411\u76f8\u53bb\u751a\u8fdc\uff0c\u6211\u901a\u5e38\u4f1a\u653e\u5f03\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u73b0\u5728\uff0c\u8fd9\u79cd\u60c5\u51b5\u5f88\u5c11\u89c1\u4e86\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u6211\u6700\u8fd1\u5c1d\u8bd5\u8ba9 Claude \u73a9 Pokemon \u6e38\u620f\uff0c\u8fd9\u662f\u6211\u7b2c\u4e00\u6b21\u9047\u5230\u8fd9\u79cd\u60c5\u51b5\u3002\u6211\u82b1\u4e86\u4e00\u4e2a\u5468\u672b\u7684\u65f6\u95f4\u7f16\u5199\u63d0\u793a\uff0c\u8bd5\u56fe\u8ba9 Claude \u7406\u89e3 Game Boy \u7684\u5c4f\u5e55\uff0c\u867d\u7136\u53d6\u5f97\u4e86\u4e00\u4e9b\u8fdb\u5c55\uff0c\u4f46\u8fd8\u8fdc\u8fdc\u4e0d\u591f\u3002\u6240\u4ee5\u6211\u51b3\u5b9a\u6682\u65f6\u653e\u5f03\uff0c\u7b49\u5f85\u4e0b\u4e00\u4e2a\u6a21\u578b\u3002<\/p>\n<p><strong>\u5173\u4e8e\u56fe\u50cf\u7684\u63d0\u793a (21:13-24:27)<\/strong><\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u4f60\u5728 Pokemon \u6e38\u620f\u4e2d\u4f7f\u7528\u7684\u63d0\u793a\u4e2d\uff0c\u6709\u4e00\u70b9\u6211\u5f88\u559c\u6b22\uff0c\u90a3\u5c31\u662f\u4f60\u5411\u6a21\u578b\u89e3\u91ca\u4e86\u5b83\u6b63\u5904\u4e8e Pokemon \u6e38\u620f\u4e2d\uff0c\u4ee5\u53ca\u6e38\u620f\u5143\u7d20\u7684\u8868\u793a\u65b9\u5f0f\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u6211\u6700\u7ec8\u5c06\u56fe\u50cf\u53e0\u52a0\u4e86\u4e00\u4e2a\u7f51\u683c\uff0c\u5e76\u63cf\u8ff0\u4e86\u6bcf\u4e2a\u7f51\u683c\u90e8\u5206\uff0c\u7136\u540e\u5c06\u5176\u91cd\u5efa\u4e3a ASCII \u56fe\uff0c\u5e76\u5c3d\u53ef\u80fd\u8be6\u7ec6\u5730\u63cf\u8ff0\u3002\u8fd9\u4e0e\u63d0\u793a\u5de5\u7a0b\u6709\u5f88\u591a\u76f8\u4f3c\u4e4b\u5904\uff0c\u4f46\u6211\u4ee5\u524d\u4ece\u672a\u5728\u56fe\u50cf\u4e0a\u8fd9\u6837\u505a\u8fc7\u3002\u6211\u53d1\u73b0\u8bb8\u591a\u5173\u4e8e\u6587\u672c\u7684\u76f4\u89c9\u5e76\u4e0d\u9002\u7528\u4e8e\u56fe\u50cf\u3002\u4f8b\u5982\uff0c\u591a\u6837\u672c\u63d0\u793a\u5728\u56fe\u50cf\u4e0a\u7684\u6548\u679c\u4e0d\u5982\u6587\u672c\u3002<\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u6211\u4eec\u4e4b\u524d\u5728\u63a2\u7d22\u591a\u6a21\u6001\u63d0\u793a\u65f6\uff0c\u53d1\u73b0\u5f88\u96be\u63d0\u5347 Claude \u5728\u56fe\u50cf\u4e0a\u7684\u611f\u77e5\u80fd\u529b\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u6211\u6700\u7ec8\u53ef\u4ee5\u8ba9 Claude \u5927\u591a\u6570\u65f6\u5019\u90fd\u80fd\u8bc6\u522b\u51fa\u5899\u58c1\u548c\u89d2\u8272\uff0c\u4f46\u5b83\u65e0\u6cd5\u8bc6\u522b NPC\uff0c\u800c\u8fd9\u5bf9\u73a9\u597d\u6e38\u620f\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p><strong>\u5173\u4e8e\u89d2\u8272\u626e\u6f14\u63d0\u793a\u7684\u8ba8\u8bba (24:28-32:26)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u544a\u8bc9\u6a21\u578b\u5b83\u626e\u6f14\u67d0\u4e2a\u89d2\u8272\u6216\u8eab\u4efd\uff0c\u8fd9\u79cd\u63d0\u793a\u6280\u5de7\u662f\u5426\u6709\u6548\uff1f<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u968f\u7740\u6a21\u578b\u7684\u80fd\u529b\u8d8a\u6765\u8d8a\u5f3a\uff0c\u7406\u89e3\u529b\u8d8a\u6765\u8d8a\u9ad8\uff0c\u6211\u8ba4\u4e3a\u6ca1\u6709\u5fc5\u8981\u5bf9\u5b83\u4eec\u6492\u8c0e\u3002\u6211\u4e0d\u559c\u6b22\u6492\u8c0e\uff0c\u800c\u4e14\u6211\u8ba4\u4e3a\u6784\u5efa\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u7684\u8bc4\u4f30\u6570\u636e\u96c6\u4e0e\u4e3a\u513f\u7ae5\u6784\u5efa\u6d4b\u9a8c\u4e0d\u540c\u3002\u6a21\u578b\u77e5\u9053\u4ec0\u4e48\u662f\u8bed\u8a00\u6a21\u578b\u8bc4\u4f30\uff0c\u56e0\u6b64\u6211\u4f1a\u76f4\u63a5\u9488\u5bf9\u5b9e\u9645\u4efb\u52a1\u8fdb\u884c\u63d0\u793a\u3002\u6211\u4f1a\u544a\u8bc9\u6a21\u578b\u201c\u6211\u5e0c\u671b\u4f60\u6784\u5efa\u7684\u95ee\u9898\u4e0e\u8bed\u8a00\u6a21\u578b\u7684\u8bc4\u4f30\u975e\u5e38\u76f8\u4f3c\u201d\uff0c\u800c\u4e0d\u662f\u5047\u88c5\u8981\u5b8c\u6210\u4e00\u4e2a\u4e0d\u76f8\u5173\u7684\u4efb\u52a1\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u6211\u53d1\u73b0\u4f7f\u7528\u6bd4\u55bb\u53ef\u4ee5\u5e2e\u52a9\u6a21\u578b\u7406\u89e3\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u5728\u5224\u65ad\u56fe\u8868\u8d28\u91cf\u65f6\uff0c\u6211\u4f1a\u95ee\u6a21\u578b\u201c\u5982\u679c\u8fd9\u662f\u4e00\u4efd\u9ad8\u4e2d\u4f5c\u4e1a\uff0c\u4f60\u4f1a\u7ed9\u8fd9\u4efd\u56fe\u8868\u6253\u591a\u5c11\u5206\uff1f\u201d\u3002\u8fd9\u5e76\u4e0d\u662f\u8bf4\u201c\u4f60\u662f\u4e00\u540d\u9ad8\u4e2d\u8001\u5e08\u201d\uff0c\u800c\u662f\u63d0\u4f9b\u4e86\u4e00\u79cd\u7c7b\u6bd4\uff0c\u8ba9\u6a21\u578b\u7406\u89e3\u6211\u671f\u671b\u7684\u5206\u6790\u65b9\u5f0f\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u4eba\u4eec\u7ecf\u5e38\u4f1a\u4f7f\u7528\u89d2\u8272\u626e\u6f14\u4f5c\u4e3a\u5b8c\u6210\u7c7b\u4f3c\u4efb\u52a1\u7684\u6377\u5f84\uff0c\u4f46\u4ed6\u4eec\u6ca1\u6709\u610f\u8bc6\u5230\u8fd9\u4f1a\u635f\u5931\u5f88\u591a\u4ea7\u54c1\u7ec6\u8282\u3002\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u63d0\u5347\uff0c\u66f4\u51c6\u786e\u5730\u63cf\u8ff0\u6a21\u578b\u7684\u5177\u4f53\u4f7f\u7528\u60c5\u5883\u66f4\u4e3a\u91cd\u8981\u3002\u4f8b\u5982\uff0c\u4e0e\u5176\u8bf4\u201c\u4f60\u662f\u4e00\u4e2a\u6709\u7528\u7684\u52a9\u624b\u201d\uff0c\u4e0d\u5982\u544a\u8bc9\u6a21\u578b\u201c\u4f60\u5728\u8fd9\u4e2a\u4ea7\u54c1\u4e2d\uff0c\u4f60\u4ee3\u8868\u8fd9\u5bb6\u516c\u53f8\uff0c\u4f60\u662f\u8fd9\u4e2a\u4ea7\u54c1\u7684\u652f\u6301\u804a\u5929\u7a97\u53e3\u201d\u3002\u6211\u7684\u5efa\u8bae\u662f\uff0c\u5c3d\u53ef\u80fd\u8be6\u7ec6\u5730\u63cf\u8ff0\u6a21\u578b\u7684\u5177\u4f53\u4f7f\u7528\u60c5\u5883\uff0c\u56e0\u4e3a\u4eba\u4eec\u7ecf\u5e38\u4f1a\u56e0\u4e3a\u89d2\u8272\u626e\u6f14\u800c\u504f\u79bb\u5b9e\u9645\u4efb\u52a1\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u4e2a\u4eba\u4ece\u6765\u6ca1\u6709\u4f7f\u7528\u8fc7\u89d2\u8272\u626e\u6f14\u8fd9\u79cd\u63d0\u793a\u6280\u5de7\uff0c\u5373\u4f7f\u662f\u5728\u80fd\u529b\u8f83\u5f31\u7684\u6a21\u578b\u4e0a\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u8fd9\u53ef\u80fd\u4e0e\u9884\u8bad\u7ec3\u6a21\u578b\u548c RLHF \u6a21\u578b\u4e4b\u95f4\u7684\u5dee\u5f02\u6709\u5173\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u4f1a\u628a\u4efb\u52a1\u60f3\u8c61\u6210\u4e00\u4e2a\u4e34\u65f6\u5de5\u6765\u5b8c\u6210\uff0c\u6211\u4f1a\u544a\u8bc9\u4ed6\u201c\u6211\u4eec\u5e0c\u671b\u4f60\u68c0\u6d4b\u51fa\u597d\u7684\u56fe\u8868\uff0c\u597d\u7684\u56fe\u8868\u662f\u6307\u2026\u2026\u201d\uff0c\u4f46\u6211\u4e0d\u4f1a\u5bf9\u4ed6\u8bf4\u201c\u4f60\u662f\u4e00\u4e2a\u9ad8\u4e2d\u751f\u201d\u3002<\/p>\n<p><strong>\u5173\u4e8e\u7b80\u6d01\u8868\u8fbe\u7684\u5efa\u8bae (32:27-36:45)<\/strong><\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u5f53\u5ba2\u6237\u8bf4\u4ed6\u4eec\u7684\u63d0\u793a\u4e0d\u8d77\u4f5c\u7528\u65f6\uff0c\u6211\u4f1a\u8ba9\u4ed6\u4eec\u63cf\u8ff0\u4efb\u52a1\uff0c\u7136\u540e\u8ba9\u4ed6\u4eec\u628a\u521a\u624d\u8bf4\u7684\u8bdd\u5f55\u4e0b\u6765\uff0c\u8f6c\u5f55\u6210\u6587\u672c\uff0c\u8fd9\u901a\u5e38\u6bd4\u4ed6\u4eec\u5199\u7684\u63d0\u793a\u8981\u597d\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u6709\u4eba\u8ba9\u6211\u4eec\u5e2e\u5fd9\u4f18\u5316\u63d0\u793a\uff0c\u6211\u5c31\u76f4\u63a5\u590d\u5236\u4e86\u4ed6\u4eec\u63cf\u8ff0\u7684\u5185\u5bb9\uff0c\u7ed3\u679c\u63d0\u793a\u5c31\u751f\u6548\u4e86\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u4eba\u4eec\u8fd8\u6ca1\u6709\u5b8c\u5168\u7406\u89e3\u63d0\u793a\u7684\u771f\u6b63\u542b\u4e49\u3002\u8bb8\u591a\u4eba\u628a\u6587\u672c\u6846\u5f53\u4f5c Google \u641c\u7d22\u6846\uff0c\u8f93\u5165\u5173\u952e\u8bcd\u3002\u5728\u4f01\u4e1a\u5e94\u7528\u4e2d\uff0c\u4eba\u4eec\u8bd5\u56fe\u5728\u63d0\u793a\u4e2d\u8d70\u6377\u5f84\uff0c\u8ba4\u4e3a\u67d0\u4e00\u884c\u6587\u5b57\u5f88\u91cd\u8981\u3002\u4eba\u4eec\u4f1a\u82b1\u5f88\u591a\u7cbe\u529b\u53bb\u5bfb\u627e\u5b8c\u7f8e\u7684\u3001\u6709\u6d1e\u5bdf\u529b\u7684\u53e5\u5b50\uff0c\u4f46\u8fd9\u5f88\u96be\u505a\u5230\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u4eba\u4eec\u7ecf\u5e38\u5fd8\u8bb0\u5728\u63d0\u793a\u4e2d\u7ed9\u6a21\u578b\u7559\u6709\u4f59\u5730\u3002\u4f8b\u5982\uff0c\u5728\u9047\u5230\u8fb9\u7f18\u60c5\u51b5\u65f6\uff0c\u6a21\u578b\u4f1a\u5c3d\u529b\u9075\u5faa\u4f60\u7684\u6307\u793a\uff0c\u4f46\u5982\u679c\u4f60\u6ca1\u6709\u544a\u8bc9\u5b83\u8be5\u600e\u4e48\u505a\uff0c\u5b83\u53ef\u80fd\u4f1a\u7ed9\u51fa\u9519\u8bef\u7684\u7b54\u6848\u3002\u4f60\u53ef\u4ee5\u544a\u8bc9\u6a21\u578b\u201c\u5982\u679c\u53d1\u751f\u4e86\u4e00\u4e9b\u5947\u602a\u7684\u4e8b\u60c5\uff0c\u4f60\u4e0d\u786e\u5b9a\u8be5\u600e\u4e48\u505a\uff0c\u5c31\u5728\u6807\u7b7e\u4e2d\u8f93\u51fa\u2018\u4e0d\u786e\u5b9a\u2019\u201d\u3002\u8fd9\u6837\u53ef\u4ee5\u5e2e\u52a9\u4f60\u53d1\u73b0\u6a21\u578b\u6ca1\u6709\u5904\u7406\u597d\u7684\u60c5\u51b5\uff0c\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u4f1a\u628a\u63d0\u793a\u7ed9\u5176\u4ed6\u4eba\u770b\uff0c\u5c31\u50cf\u6211\u81ea\u5df1\u505a\u8bc4\u4f30\u4e00\u6837\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0Karpathy \u4e5f\u4f1a\u81ea\u5df1\u505a ImageNet \u6d4b\u8bd5\u96c6\u3002<\/p>\n<p><strong>\u5982\u4f55\u4ece\u6a21\u578b\u7684\u56de\u590d\u4e2d\u83b7\u53d6\u6709\u6548\u4fe1\u606f (36:46-40:46)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u5982\u4f55\u4ece\u6a21\u578b\u7684\u56de\u590d\u4e2d\u83b7\u53d6\u6709\u6548\u4fe1\u606f\uff1f\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6570\u5b57\uff0c\u4f60\u53ef\u4ee5\u4ece\u4e2d\u4e86\u89e3\u6a21\u578b\u7684\u601d\u8003\u8fc7\u7a0b\u3002\u8fd9\u662f\u5426\u9002\u7528\u4e8e\u601d\u7ef4\u94fe\uff1f<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u6211\u8ba4\u4e3a\u8fc7\u5206\u5f3a\u8c03\u201c\u63a8\u7406\u201d\u7684\u4eba\u683c\u5316\u6bd4\u55bb\u662f\u6709\u5bb3\u7684\u3002\u91cd\u8981\u7684\u662f\uff0c\u601d\u7ef4\u94fe\u786e\u5b9e\u6709\u6548\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6a21\u578b\u6027\u80fd\u3002\u7ed3\u6784\u5316\u7684\u63a8\u7406\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u6548\u679c\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u5982\u679c\u53bb\u6389\u6a21\u578b\u5f97\u51fa\u6b63\u786e\u7b54\u6848\u7684\u63a8\u7406\u8fc7\u7a0b\uff0c\u6362\u6210\u770b\u4f3c\u5408\u7406\u4f46\u5bfc\u5411\u9519\u8bef\u7b54\u6848\u7684\u63a8\u7406\uff0c\u770b\u770b\u6a21\u578b\u662f\u5426\u4f1a\u5f97\u51fa\u9519\u8bef\u7684\u7ed3\u8bba\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u8ba9\u6a21\u578b\u5728\u5b8c\u6210\u4efb\u52a1\u524d\u5199\u4e00\u4e2a\u6545\u4e8b\uff0c\u6548\u679c\u4e0d\u5982\u601d\u7ef4\u94fe\u597d\u3002<\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u8fd9\u8bf4\u660e\u63a8\u7406\u8fc7\u7a0b\u786e\u5b9e\u5bf9\u7ed3\u679c\u4ea7\u751f\u4e86\u5f71\u54cd\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u89c1\u8fc7\u63a8\u7406\u6b65\u9aa4\u4e0d\u4e00\u81f4\u4f46\u6700\u7ec8\u5f97\u51fa\u6b63\u786e\u7b54\u6848\u7684\u60c5\u51b5\u3002<\/p>\n<p><strong>\u5173\u4e8e\u63d0\u793a\u4e2d\u662f\u5426\u9700\u8981\u6ce8\u610f\u8bed\u6cd5\u548c\u6807\u70b9\u7b26\u53f7 (40:47-45:19)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u63d0\u793a\u4e2d\u662f\u5426\u9700\u8981\u6ce8\u610f\u8bed\u6cd5\u548c\u6807\u70b9\u7b26\u53f7\uff1f<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u6211\u4f1a\u6ce8\u610f\u8fd9\u4e9b\u7ec6\u8282\uff0c\u56e0\u4e3a\u8fd9\u5f88\u6709\u8da3\uff0c\u4f46\u8fd9\u5e76\u4e0d\u662f\u5fc5\u987b\u7684\u3002\u91cd\u8981\u7684\u662f\uff0c\u4f60\u5e94\u8be5\u5177\u5907\u8fd9\u79cd\u5173\u6ce8\u7ec6\u8282\u7684\u6001\u5ea6\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u7684\u63d0\u793a\u4e2d\u7ecf\u5e38\u4f1a\u51fa\u73b0\u62fc\u5199\u9519\u8bef\uff0c\u4f46\u6211\u66f4\u5173\u6ce8\u6982\u5ff5\u7684\u6e05\u6670\u8868\u8fbe\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u8fd9\u4e0e\u9884\u8bad\u7ec3\u6a21\u578b\u548c RLHF \u6a21\u578b\u6709\u5173\u3002\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d\uff0c\u62fc\u5199\u9519\u8bef\u7684\u6761\u4ef6\u6982\u7387\u66f4\u9ad8\u3002\u5c06\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u76f4\u89c9\u5e94\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u6a21\u578b\u5e76\u4e0d\u603b\u662f\u6709\u6548\u3002<\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u4e0e\u6a21\u578b\u5bf9\u8bdd\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u79cd\u6a21\u4eff\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u6a21\u578b\u4f1a\u6839\u636e\u4f60\u7684\u8f93\u5165\u8c03\u6574\u5176\u884c\u4e3a\u3002<\/p>\n<p><strong>\u4f01\u4e1a\u63d0\u793a\u3001\u7814\u7a76\u63d0\u793a\u548c\u666e\u901a\u804a\u5929\u7684\u533a\u522b (45:20-50:53)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u4f01\u4e1a\u63d0\u793a\u3001\u7814\u7a76\u63d0\u793a\u548c\u666e\u901a\u804a\u5929\u7684\u533a\u522b\u662f\u4ec0\u4e48\uff1f<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u7814\u7a76\u578b\u63d0\u793a\u66f4\u6ce8\u91cd\u591a\u6837\u6027\u548c\u63a2\u7d22\u6a21\u578b\u7684\u53ef\u80fd\u6027\uff0c\u56e0\u6b64\u793a\u4f8b\u8f83\u5c11\u6216\u6ca1\u6709\uff0c\u4ee5\u907f\u514d\u6a21\u578b\u8fc7\u5ea6\u4f9d\u8d56\u793a\u4f8b\u3002\u800c\u4f01\u4e1a\u7ea7\u63d0\u793a\u66f4\u6ce8\u91cd\u53ef\u9760\u6027\u548c\u683c\u5f0f\u4e00\u81f4\u6027\uff0c\u56e0\u6b64\u4f1a\u4f7f\u7528\u5927\u91cf\u793a\u4f8b\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u4f7f\u7528\u7684\u793a\u4f8b\u901a\u5e38\u4e0e\u6a21\u578b\u5c06\u8981\u5904\u7406\u7684\u6570\u636e\u4e0d\u540c\uff0c\u76ee\u7684\u662f\u4e3a\u4e86\u8bf4\u660e\u6982\u5ff5\uff0c\u800c\u4e0d\u662f\u8ba9\u6a21\u578b\u6b7b\u8bb0\u786c\u80cc\u3002\u5bf9\u4e8e\u8ba4\u77e5\u4efb\u52a1\uff0c\u6211\u5e0c\u671b\u6a21\u578b\u80fd\u591f\u771f\u6b63\u7406\u89e3\u6bcf\u4e2a\u6837\u672c\u4e2d\u7684\u6b63\u786e\u7b54\u6848\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u5728 Claude.ai \u4e0a\uff0c\u6211\u53ea\u9700\u8981\u8ba9\u6a21\u578b\u6b63\u786e\u5b8c\u6210\u4e00\u6b21\u4efb\u52a1\u5373\u53ef\u3002\u4f46\u5728\u4f01\u4e1a\u5e94\u7528\u4e2d\uff0c\u63d0\u793a\u9700\u8981\u80fd\u591f\u5e94\u5bf9\u5404\u79cd\u60c5\u51b5\u548c\u8f93\u5165\u6570\u636e\u3002<\/p>\n<p><strong>\u63d0\u5347\u63d0\u793a\u5de5\u7a0b\u6280\u80fd\u7684\u5efa\u8bae (50:54-53:57)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u63d0\u5347\u63d0\u793a\u5de5\u7a0b\u6280\u80fd\u7684\u5efa\u8bae\uff1f<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u9605\u8bfb\u4f18\u79c0\u7684\u63d0\u793a\u548c\u6a21\u578b\u8f93\u51fa\uff0c\u5206\u6790\u5176\u539f\u7406\u5e76\u8fdb\u884c\u5b9e\u9a8c\uff0c\u591a\u4e0e\u6a21\u578b\u5bf9\u8bdd\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u5c06\u4f60\u7684\u63d0\u793a\u7ed9\u5176\u4ed6\u4eba\u770b\uff0c\u7279\u522b\u662f\u90a3\u4e9b\u4e0d\u4e86\u89e3\u4f60\u5de5\u4f5c\u7684\u4eba\u3002\u4e0d\u65ad\u7ec3\u4e60\uff0c\u5e76\u4ee5\u201c\u521d\u5b66\u8005\u201d\u7684\u89c6\u89d2\u5ba1\u89c6\u81ea\u5df1\u7684\u63d0\u793a\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u5c1d\u8bd5\u8ba9\u6a21\u578b\u505a\u4e00\u4e9b\u4f60\u8ba4\u4e3a\u5b83\u505a\u4e0d\u5230\u7684\u4e8b\u60c5\u3002<\/p>\n<p><strong>\u5173\u4e8e\u8d8a\u72f1 (53:58-56:54)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u5f53\u4eba\u4eec\u7f16\u5199\u8d8a\u72f1\u63d0\u793a\u65f6\uff0c\u6a21\u578b\u5185\u90e8\u53d1\u751f\u4e86\u4ec0\u4e48\uff1f<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u4e00\u79cd\u53ef\u80fd\u662f\u8d8a\u72f1\u63d0\u793a\u4f7f\u6a21\u578b\u504f\u79bb\u4e86\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5e03\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u8d8a\u72f1\u6709\u65f6\u50cf\u662f\u9ed1\u5ba2\u653b\u51fb\u548c\u793e\u4f1a\u5de5\u7a0b\u7684\u7ed3\u5408\u3002<\/p>\n<p><strong>\u63d0\u793a\u5de5\u7a0b\u7684\u6f14\u53d8 (56:55-64:33)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u8fc7\u53bb\u4e09\u5e74\u91cc\uff0c\u63d0\u793a\u5de5\u7a0b\u53d1\u751f\u4e86\u600e\u6837\u7684\u53d8\u5316\uff1f<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u6211\u4eec\u4f1a\u5c06\u6709\u6548\u7684\u63d0\u793a\u5de5\u7a0b\u6280\u5de7\u878d\u5165\u5230\u6a21\u578b\u8bad\u7ec3\u4e2d\uff0c\u56e0\u6b64\u6700\u597d\u7684\u6280\u5de7\u901a\u5e38\u662f\u77ed\u6682\u7684\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u6211\u9010\u6e10\u5b66\u4f1a\u4e86\u5c0a\u91cd\u6a21\u578b\u7684\u80fd\u529b\uff0c\u7ed9\u4e88\u5b83\u4eec\u66f4\u591a\u7684\u4fe1\u606f\u548c\u4e0a\u4e0b\u6587\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u4f1a\u628a\u8bba\u6587\u76f4\u63a5\u7ed9\u6a21\u578b\uff0c\u8ba9\u5b83\u81ea\u5df1\u5b66\u4e60\u63d0\u793a\u6280\u5de7\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u4eba\u4eec\u7ecf\u5e38\u4f1a\u4f4e\u4f30\u6a21\u578b\u7684\u80fd\u529b\uff0c\u8bd5\u56fe\u5c06\u95ee\u9898\u7b80\u5316\u5230\u201cClaude \u7684\u6c34\u5e73\u201d\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u4f1a\u5c1d\u8bd5\u8fdb\u5165\u6a21\u578b\u7684\u201c\u601d\u7ef4\u7a7a\u95f4\u201d\uff0c\u8fd9\u4f1a\u5f71\u54cd\u6211\u7f16\u5199\u63d0\u793a\u7684\u65b9\u5f0f\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u6211\u66f4\u5bb9\u6613\u8fdb\u5165\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u601d\u7ef4\u7a7a\u95f4\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u9605\u8bfb\u4e92\u8054\u7f51\u4e0a\u7684\u5185\u5bb9\u53ef\u80fd\u6bd4\u8bfb\u4e66\u66f4\u6709\u52a9\u4e8e\u7406\u89e3\u6a21\u578b\u3002<\/p>\n<p><strong>\u63d0\u793a\u5de5\u7a0b\u7684\u672a\u6765 (64:34-\u7ed3\u675f)<\/strong><\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u63d0\u793a\u5de5\u7a0b\u7684\u672a\u6765\u662f\u4ec0\u4e48\uff1f\u6211\u4eec\u90fd\u4f1a\u6210\u4e3a\u63d0\u793a\u5de5\u7a0b\u5e08\u5417\uff1f<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u6307\u5b9a\u6a21\u578b\u7684\u76ee\u6807\u59cb\u7ec8\u662f\u5fc5\u8981\u7684\uff0c\u6e05\u6670\u5730\u8868\u8fbe\u76ee\u6807\u5f88\u91cd\u8981\u3002\u5de5\u5177\u548c\u65b9\u6cd5\u4f1a\u4e0d\u65ad\u53d1\u5c55\uff0c\u6a21\u578b\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u7f16\u5199\u63d0\u793a\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u6211\u4eec\u5c06\u66f4\u591a\u5730\u4f7f\u7528\u6a21\u578b\u6765\u8f85\u52a9\u63d0\u793a\u5de5\u7a0b\uff0c\u4f8b\u5982\u751f\u6210\u793a\u4f8b\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u76ee\u524d\u4e3b\u8981\u7f16\u5199\u5143\u63d0\u793a\uff0c\u8ba9\u6a21\u578b\u751f\u6210\u6211\u60f3\u8981\u7684\u8f93\u51fa\u3002\u672a\u6765\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u50cf\u8bbe\u8ba1\u5e08\u4e00\u6837\uff0c\u4e0e\u6211\u4eec\u8fdb\u884c\u4ea4\u4e92\uff0c\u5f15\u5bfc\u6211\u4eec\u8bf4\u51fa\u771f\u6b63\u7684\u9700\u6c42\u3002<\/p>\n<p><strong>David\uff1a<\/strong>\u00a0\u6211\u4f1a\u8ba9 Claude \u5bf9\u6211\u8fdb\u884c\u201c\u91c7\u8bbf\u201d\uff0c\u4ee5\u63d0\u53d6\u4fe1\u606f\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u73b0\u5728\uff0c\u6211\u4eec\u9700\u8981\u5c06\u5934\u8111\u4e2d\u7684\u6982\u5ff5\u4f20\u8fbe\u7ed9\u6a21\u578b\uff0c\u672a\u6765\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u4e3b\u52a8\u5f15\u5bfc\u6211\u4eec\u8bf4\u51fa\u8fd9\u4e9b\u6982\u5ff5\u3002\u54f2\u5b66\u8bad\u7ec3\u6709\u52a9\u4e8e\u6211\u6e05\u6670\u5730\u8868\u8fbe\u590d\u6742\u6982\u5ff5\u3002<\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0\u4ece\u7528\u6237\u90a3\u91cc\u63d0\u53d6\u4fe1\u606f\u5c06\u53d8\u5f97\u66f4\u52a0\u91cd\u8981\u3002<\/p>\n<p><strong>Zack\uff1a<\/strong>\u00a0\u63d0\u793a\u5de5\u7a0b\u5c31\u50cf\u6559\u5b66\uff0c\u9700\u8981\u201c\u5171\u60c5\u201d\u5b66\u751f\u3002\u800c\u672a\u6765\uff0c\u6211\u4eec\u9700\u8981\u201c\u81ea\u7701\u201d\uff0c\u8ba9\u6a21\u578b\u7406\u89e3\u6211\u4eec\u3002<\/p>\n<p><strong>Amanda\uff1a<\/strong>\u00a0\u6211\u7ecf\u5e38\u5b9a\u4e49\u65b0\u6982\u5ff5\uff0c\u4ee5\u6e05\u6670\u5730\u8868\u8fbe\u6211\u7684\u60f3\u6cd5\u3002<\/p>\n<p><strong>Alex\uff1a<\/strong>\u00a0Amanda \u7684\u603b\u7ed3\u975e\u5e38\u5230\u4f4d\uff1a\u5c06\u4f60\u7684\u601d\u60f3\u5916\u5316\u7ed9\u4e00\u4e2a\u53d7\u8fc7\u6559\u80b2\u7684\u5916\u884c\u3002<\/p>\n<p><strong>\u603b\u7ed3\uff1a<\/strong><\/p>\n<p>\u672c\u6b21\u5706\u684c\u8ba8\u8bba\u56f4\u7ed5\u63d0\u793a\u5de5\u7a0b\u5c55\u5f00\uff0c\u6db5\u76d6\u4e86\u5176\u5b9a\u4e49\u3001\u4f18\u79c0\u63d0\u793a\u5de5\u7a0b\u5e08\u7684\u7d20\u8d28\u3001\u4e0e\u6a21\u578b\u7684\u4ea4\u4e92\u65b9\u5f0f\u3001\u4f01\u4e1a\u7ea7\u5e94\u7528\u3001\u7814\u7a76\u5e94\u7528\u3001\u4ee5\u53ca\u672a\u6765\u7684\u53d1\u5c55\u65b9\u5411\u7b49\u591a\u4e2a\u65b9\u9762\u3002\u6838\u5fc3\u89c2\u70b9\u5305\u62ec\uff1a<\/p>\n<p>&#8211;\u00a0<strong>\u63d0\u793a\u5de5\u7a0b\u7684\u6838\u5fc3\u5728\u4e8e\u6e05\u6670\u7684\u6c9f\u901a\u548c\u5bf9\u6a21\u578b\u80fd\u529b\u7684\u7406\u89e3\u3002<\/strong><\/p>\n<p>&#8211;\u00a0<strong>\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981\u5177\u5907\u6e05\u6670\u7684\u8868\u8fbe\u80fd\u529b\u3001\u8fed\u4ee3\u80fd\u529b\u3001\u9884\u89c1\u9519\u8bef\u7684\u80fd\u529b\u4ee5\u53ca\u7cfb\u7edf\u6027\u601d\u7ef4\u3002<\/strong><\/p>\n<p>&#8211;\u00a0<strong>\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u63d0\u5347\uff0c\u63d0\u793a\u5de5\u7a0b\u5c06\u66f4\u591a\u5730\u5173\u6ce8\u4e8e\u5982\u4f55\u4ece\u7528\u6237\u90a3\u91cc\u63d0\u53d6\u4fe1\u606f\uff0c\u800c\u4e0d\u662f\u5355\u5411\u5730\u5411\u6a21\u578b\u53d1\u51fa\u6307\u4ee4\u3002<\/strong><\/p>\n<p>&#8211;\u00a0<strong>\u672a\u6765\u7684\u63d0\u793a\u5de5\u7a0b\u53ef\u80fd\u4f1a\u50cf\u8bbe\u8ba1\u5e08\u4e0e\u5ba2\u6237\u4e4b\u95f4\u7684\u4ea4\u4e92\uff0c\u6a21\u578b\u5c06\u626e\u6f14\u66f4\u4e3b\u52a8\u7684\u89d2\u8272\uff0c\u5f15\u5bfc\u7528\u6237\u8868\u8fbe\u9700\u6c42\u3002<\/strong><\/p>\n<p>&#8211;\u00a0<strong>\u54f2\u5b66\u8bad\u7ec3\u6709\u52a9\u4e8e\u63d0\u5347\u63d0\u793a\u5de5\u7a0b\u80fd\u529b\uff0c\u56e0\u4e3a\u54f2\u5b66\u5f3a\u8c03\u6e05\u6670\u3001\u51c6\u786e\u5730\u8868\u8fbe\u590d\u6742\u6982\u5ff5\u3002<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u603b\u7ed3 \u6982\u8ff0 AI \u63d0\u793a\u5de5\u7a0b\u00a0\u7684\u6df1\u5165\u63a2\u8ba8\uff0c\u901a\u8fc7\u4e00\u4e2a\u5706\u684c\u4f1a\u8bae\u7684\u5f62\u5f0f\uff0c\u591a\u4f4d\u6765\u81ea Anthropic \u7684\u4e13\u5bb6\u4ece\u7814\u7a76\u3001\u6d88\u8d39\u548c\u4f01\u4e1a\u7b49\u4e0d\u540c\u89d2\u5ea6\u5206\u4eab\u4e86\u4ed6\u4eec\u5bf9\u63d0\u793a\u5de5\u7a0b\u7684\u7406\u89e3\u548c\u5b9e\u8df5\u7ecf\u9a8c\u3002 \u6587\u7ae0\u8be6\u7ec6\u9610\u8ff0\u4e86\u63d0\u793a\u5de5\u7a0b\u7684\u5b9a\u4e49\u3001\u91cd\u8981\u6027\u3001\u4ee5\u53ca\u5982\u4f55\u6210\u4e3a\u4e00\u540d\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61459,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,34],"tags":[],"class_list":["post-15942","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-knowledge"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/15942","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=15942"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/15942\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/61459"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=15942"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=15942"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=15942"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}