{"id":4579,"date":"2024-09-08T15:39:14","date_gmt":"2024-09-08T07:39:14","guid":{"rendered":"https:\/\/nullthought.net\/?p=4579"},"modified":"2024-09-08T15:39:16","modified_gmt":"2024-09-08T07:39:16","slug":"ai%e6%8f%90%e7%a4%ba%e5%b7%a5%e7%a8%8b%ef%bc%88prompt-engineering%ef%bc%89%e8%af%a6%e8%a7%a3","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=4579","title":{"rendered":"AI\u63d0\u793a\u5de5\u7a0b\uff08Prompt Engineering\uff09\u8be6\u89e3"},"content":{"rendered":"\n<p><a href=\"https:\/\/www.youtube.com\/@anthropic-ai\" target=\"_blank\" rel=\"noreferrer noopener\">Anthropic<\/a>\u53d1\u5e03\u7684\u89c6\u9891<strong><a href=\"https:\/\/www.youtube.com\/watch?v=T9aRN5JkmL8\" target=\"_blank\" rel=\"noreferrer noopener\">AI prompt engineering: A deep dive<\/a><\/strong>\u4e2d\uff0c\u6765\u81eaAnthropic\u7684\u56db\u4f4d\u63d0\u793a\u5de5\u7a0b\uff08Prompt Engineering\uff09\u4e13\u5bb6\uff0cAmanda Askell (Alignment Finetuning), Alex Albert (Developer Relations), David Hershey (Applied AI)\u548cZack Witten (Prompt Engineering)\u56f4\u5750\u5728\u4e00\u8d77\uff0c\u5bf9Prompt Engineering\u8fdb\u884c\u4e86\u5168\u9762\u800c\u6df1\u5165\u7684\u8ba8\u8bba\uff0c\u5c24\u5176\u662f\u5f3a\u8c03\u4e86<strong>\u63d0\u793a\u7684\u8bbe\u8ba1\u3001\u8fed\u4ee3\u4f18\u5316\u4ee5\u53ca\u5728\u4e0d\u540c\u5e94\u7528\u573a\u666f\u4e2d\u7684\u5b9e\u9645\u8868\u73b0<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"AI prompt engineering: A deep dive\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/T9aRN5JkmL8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\"><strong><a href=\"https:\/\/www.youtube.com\/watch?v=T9aRN5JkmL8\" target=\"_blank\" rel=\"noreferrer noopener\">AI prompt engineering: A deep dive<\/a><\/strong>\uff0c<a href=\"https:\/\/www.youtube.com\/@anthropic-ai\" target=\"_blank\" rel=\"noreferrer noopener\">Anthropic<\/a><\/figcaption><\/figure>\n\n\n\n<p>\u63d0\u793a\u5de5\u7a0b<strong>Prompt Engineering<\/strong>\u901a\u8fc7\u7f16\u5199\u6216\u8c03\u6574\u8f93\u5165\uff08\u63d0\u793a\uff09\uff0c\u4f7fAI\u6a21\u578b\u80fd\u591f\u4ea7\u751f\u7b26\u5408\u671f\u671b\u7684\u8f93\u51fa\u3002\u63d0\u793a\u5de5\u7a0b\u5e76\u4e0d\u53ea\u662f\u7b80\u5355\u7684\u8bed\u8a00\u6307\u4ee4\uff0c\u800c\u662f\u4e00\u4e2a\u9700\u8981\u201c\u5de5\u7a0b\u601d\u7ef4\u201d\u7684\u8fc7\u7a0b\uff0c\u6d89\u53ca\u53cd\u590d\u8bd5\u9a8c\u548c\u8c03\u4f18\uff0c\u7c7b\u4f3c\u4e8e\u7f16\u7a0b\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u63d0\u793a\u7684\u8bbe\u8ba1\u9700\u8981\u7ecf\u8fc7\u7ec6\u81f4\u7684\u6784\u601d\u3001\u8bd5\u9a8c\u548c\u4fee\u6539\uff0c\u4ee5\u9010\u6e10\u63a5\u8fd1\u7406\u60f3\u7684\u6a21\u578b\u884c\u4e3a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5de5\u7a0b\u601d\u7ef4<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u4e4b\u6240\u4ee5\u88ab\u79f0\u4e3a\u201c\u5de5\u7a0b\u201d\uff0c\u662f\u56e0\u4e3a\u5b83\u4e0d\u4ec5\u4ec5\u662f\u8f93\u5165\u4e00\u53e5\u8bdd\u8ba9\u6a21\u578b\u56de\u7b54\u8fd9\u4e48\u7b80\u5355\uff0c\u8fd8\u5305\u62ec\u5bf9\u6574\u4e2a\u7cfb\u7edf\u8fdb\u884c\u4f18\u5316\u548c\u96c6\u6210\u3002\u5728\u8bb8\u591a\u4f01\u4e1a\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u63d0\u793a\u4e0d\u4ec5\u8981\u80fd\u89e3\u51b3\u5355\u4e2a\u4efb\u52a1\uff0c\u8fd8\u9700\u8981\u9002\u5e94\u6574\u4e2a\u7cfb\u7edf\u7684\u8fd0\u884c\u9700\u6c42\uff0c\u8fd9\u5c31\u8981\u6c42\u5de5\u7a0b\u5e08\u5728\u63d0\u793a\u8bbe\u8ba1\u65f6\u517c\u987e\u591a\u65b9\u9762\u56e0\u7d20\u3002<\/li>\n\n\n\n<li><strong>\u4e0d\u65ad\u4f18\u5316\u548c\u8bd5\u9a8c<\/strong>\uff1a\u4e0e\u666e\u901a\u5bf9\u8bdd\u4e0d\u540c\uff0c\u63d0\u793a\u5de5\u7a0b\u5f3a\u8c03\u7cfb\u7edf\u5316\u7684\u5b9e\u9a8c\u3002\u6bcf\u6b21\u4fee\u6539\u63d0\u793a\u90fd\u662f\u4e3a\u4e86\u6d4b\u8bd5\u5176\u5728\u4e0d\u540c\u60c5\u51b5\u4e0b\u7684\u8868\u73b0\u3002\u8fd9\u5c31\u50cf\u7f16\u7a0b\u4e00\u6837\uff0c\u9700\u8981\u901a\u8fc7\u591a\u6b21\u8fed\u4ee3\uff0c\u627e\u5230\u6700\u4f18\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8bd5\u9519\u4e0e\u8fed\u4ee3<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u7684\u6838\u5fc3\u5728\u4e8e\u53cd\u590d\u8bd5\u9a8c\uff08trial and error\uff09\u3002\u4e0d\u50cf\u4e0e\u4eba\u5bf9\u8bdd\u4e00\u6837\uff0cAI\u6a21\u578b\u6709\u4e00\u4e2a\u201c\u91cd\u542f\u201d\u6309\u94ae\uff0c\u5de5\u7a0b\u5e08\u53ef\u4ee5\u901a\u8fc7\u6e05\u9664\u4e4b\u524d\u7684\u4e0a\u4e0b\u6587\u5e76\u4ece\u5934\u5f00\u59cb\uff0c\u4e0d\u65ad\u8c03\u6574\u63d0\u793a\uff0c\u627e\u5230\u6700\u5408\u9002\u7684\u8868\u8fbe\u65b9\u5f0f\u3002<\/li>\n\n\n\n<li><strong>\u6c9f\u901a\u7684\u6e05\u6670\u6027<\/strong>\uff1a\u4e00\u4e2a\u597d\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u5fc5\u987b\u64c5\u957f\u7528\u7b80\u5355\u660e\u4e86\u7684\u8bed\u8a00\u4e0e\u6a21\u578b\u6c9f\u901a\u3002\u8bbe\u8ba1\u63d0\u793a\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6e05\u6670\u8868\u8fbe\u4efb\u52a1\u6216\u95ee\u9898\u662f\u9996\u8981\u4efb\u52a1\uff0c\u7c7b\u4f3c\u4e8e\u5728\u4e0e\u4eba\u5bf9\u8bdd\u65f6\uff0c\u9700\u8981\u8ba9\u5bf9\u65b9\u5145\u5206\u7406\u89e3\u95ee\u9898\u7684\u6838\u5fc3\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">1. <strong>\u5982\u4f55\u8bbe\u8ba1\u6709\u6548\u7684\u63d0\u793a<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6784\u9020\u660e\u786e\u7684\u4efb\u52a1\u63cf\u8ff0<\/strong>\uff1a\u4e00\u4e2a\u597d\u63d0\u793a\u7684\u6838\u5fc3\u662f\u6e05\u695a\u5730\u63cf\u8ff0\u4efb\u52a1\u3002\u4f8b\u5982\uff0c\u5982\u679c\u63d0\u793a\u6a21\u578b\u63d0\u53d6\u67d0\u79cd\u7279\u5b9a\u4fe1\u606f\uff0c\u5de5\u7a0b\u5e08\u5fc5\u987b\u786e\u4fdd\u63d0\u793a\u4e2d\u7684\u6bcf\u4e2a\u7ec6\u8282\u90fd\u660e\u786e\u65e0\u8bef\uff0c\u907f\u514d\u6a21\u578b\u7684\u8bef\u89e3\u3002<\/li>\n\n\n\n<li><strong>\u8003\u8651\u7279\u6b8a\u60c5\u51b5<\/strong>\uff1a\u63d0\u793a\u8bbe\u8ba1\u4e0d\u4ec5\u8981\u8986\u76d6\u5e38\u89c4\u60c5\u51b5\uff0c\u8fd8\u9700\u8981\u9884\u60f3\u5230\u53ef\u80fd\u7684\u5f02\u5e38\u60c5\u51b5\uff0c\u5e76\u9488\u5bf9\u8fd9\u4e9b\u60c5\u51b5\u63d0\u4f9b\u989d\u5916\u7684\u6307\u5bfc\u3002\u4f8b\u5982\uff0c\u5f53\u63d0\u793a\u8981\u6c42\u63d0\u53d6\u7279\u5b9a\u6570\u636e\u65f6\uff0c\u5de5\u7a0b\u5e08\u8fd8\u8981\u8003\u8651\u5230\u6570\u636e\u7f3a\u5931\u6216\u683c\u5f0f\u5f02\u5e38\u65f6\u6a21\u578b\u8be5\u5982\u4f55\u5904\u7406\u3002<\/li>\n\n\n\n<li><strong>\u907f\u514d\u8fc7\u5ea6\u62bd\u8c61<\/strong>\uff1a\u4e00\u4e9b\u5de5\u7a0b\u5e08\u5728\u63d0\u793a\u8bbe\u8ba1\u4e2d\u53ef\u80fd\u4f1a\u8fc7\u4e8e\u8ffd\u6c42\u62bd\u8c61\u5316\uff0c\u8fd9\u5f80\u5f80\u5bfc\u81f4\u63d0\u793a\u590d\u6742\u4e14\u4e0d\u6613\u7406\u89e3\u3002\u5b9e\u9645\u4e0a\uff0c\u66f4\u6709\u6548\u7684\u65b9\u5f0f\u662f\u4fdd\u6301\u63d0\u793a\u7684\u7b80\u5355\u548c\u76f4\u63a5\uff0c\u7528\u660e\u786e\u7684\u8bed\u8a00\u544a\u8bc9\u6a21\u578b\u5e94\u8be5\u505a\u4ec0\u4e48\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">2. <strong>\u6210\u4e3a\u4f18\u79c0Prompt Engineer\u7684\u6761\u4ef6<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6e05\u6670\u7684\u8868\u8fbe\u80fd\u529b<\/strong>\uff1a\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u9700\u8981\u5177\u5907\u6781\u5f3a\u7684\u6c9f\u901a\u80fd\u529b\uff0c\u80fd\u591f\u7528\u7b80\u5355\u7684\u8bed\u8a00\u4f20\u8fbe\u590d\u6742\u7684\u4efb\u52a1\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e3a\u4e86\u8ba9\u4eba\u7c7b\u7406\u89e3\uff0c\u4e5f\u662f\u4e3a\u4e86\u8ba9AI\u6a21\u578b\u51c6\u786e\u6355\u6349\u4efb\u52a1\u7684\u6838\u5fc3\u3002<\/li>\n\n\n\n<li><strong>\u8fed\u4ee3\u548c\u4fee\u6b63\u7684\u80fd\u529b<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u5e08\u5728\u5de5\u4f5c\u4e2d\u9700\u8981\u4e0d\u65ad\u8fdb\u884c\u8fed\u4ee3\u3002\u5728\u6bcf\u6b21\u4e0e\u6a21\u578b\u4ea4\u4e92\u540e\uff0c\u5de5\u7a0b\u5e08\u5fc5\u987b\u4ed4\u7ec6\u5206\u6790\u6a21\u578b\u7684\u8f93\u51fa\uff0c\u5e76\u627e\u51fa\u5176\u4e2d\u7684\u9519\u8bef\u6216\u4e0d\u660e\u786e\u4e4b\u5904\uff0c\u8fdb\u800c\u4fee\u6b63\u63d0\u793a\uff0c\u76f4\u5230\u8f93\u51fa\u7b26\u5408\u9884\u671f\u3002<\/li>\n\n\n\n<li><strong>\u9884\u5224\u6a21\u578b\u7684\u8bef\u89e3<\/strong>\uff1a\u63d0\u793a\u8bbe\u8ba1\u4e0d\u4ec5\u8981\u89e3\u51b3\u6807\u51c6\u4efb\u52a1\uff0c\u8fd8\u9700\u8981\u8003\u8651\u6a21\u578b\u53ef\u80fd\u51fa\u9519\u7684\u60c5\u51b5\u3002\u4e00\u4e2a\u4f18\u79c0\u7684\u63d0\u793a\u5de5\u7a0b\u5e08\u4f1a\u63d0\u524d\u601d\u8003\u8fd9\u4e9b\u95ee\u9898\uff0c\u5e76\u901a\u8fc7\u63d0\u793a\u63d0\u4f9b\u5e94\u5bf9\u7b56\u7565\u3002\u4f8b\u5982\uff0c\u5982\u679c\u63d0\u793a\u8981\u6c42\u6a21\u578b\u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u4ee5\u201cG\u201d\u5f00\u5934\u7684\u540d\u5b57\uff0c\u5de5\u7a0b\u5e08\u8fd8\u9700\u8981\u8003\u8651\u5f53\u6570\u636e\u4e2d\u6ca1\u6709\u8fd9\u6837\u7684\u540d\u5b57\u65f6\uff0c\u6a21\u578b\u8be5\u5982\u4f55\u5904\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">3. <strong>\u6a21\u578b\u54cd\u5e94\u548c\u8f93\u51fa\u7684\u5206\u6790<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9605\u8bfb\u8f93\u51fa<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u5e08\u5728\u4e0e\u6a21\u578b\u4ea4\u4e92\u65f6\uff0c\u4e0d\u4ec5\u8981\u5173\u6ce8\u6a21\u578b\u7684\u6700\u7ec8\u8f93\u51fa\uff0c\u8fd8\u8981\u4ed4\u7ec6\u9605\u8bfb\u8f93\u51fa\u7684\u6bcf\u4e2a\u6b65\u9aa4\uff0c\u4ee5\u4e86\u89e3\u6a21\u578b\u7684\u601d\u7ef4\u8fc7\u7a0b\u3002\u8fd9\u7c7b\u4f3c\u4e8e\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u201c\u67e5\u770b\u6570\u636e\u201d\uff0c\u5de5\u7a0b\u5e08\u9700\u8981\u901a\u8fc7\u5206\u6790\u6a21\u578b\u7684\u6bcf\u4e2a\u8f93\u51fa\uff0c\u627e\u51fa\u6a21\u578b\u7684\u7406\u89e3\u504f\u5dee\u6216\u9519\u8bef\u3002<\/li>\n\n\n\n<li><strong>\u9010\u6b65\u63a8\u7406<\/strong>\uff1a\u5728\u8bbe\u8ba1\u63d0\u793a\u65f6\uff0c\u5de5\u7a0b\u5e08\u53ef\u4ee5\u901a\u8fc7\u8ba9\u6a21\u578b\u201c\u9010\u6b65\u601d\u8003\u201d\uff08chain of thought\uff09\u6765\u63d0\u9ad8\u590d\u6742\u4efb\u52a1\u7684\u51c6\u786e\u6027\u3002\u4f8b\u5982\uff0c\u5728\u5904\u7406\u6570\u5b66\u95ee\u9898\u65f6\uff0c\u63d0\u793a\u53ef\u4ee5\u8981\u6c42\u6a21\u578b\u9010\u6b65\u5217\u51fa\u6bcf\u4e2a\u89e3\u9898\u6b65\u9aa4\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u7ed9\u51fa\u6700\u7ec8\u7b54\u6848\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6a21\u578b\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u7684\u8868\u73b0\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">4. <strong>\u63d0\u793a\u5de5\u7a0b\u4e2d\u7684\u5b9e\u9645\u5e94\u7528<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f01\u4e1a\u5e94\u7528\u4e2d\u7684\u63d0\u793a\u8bbe\u8ba1<\/strong>\uff1a\u5728\u4f01\u4e1a\u73af\u5883\u4e2d\uff0c\u63d0\u793a\u7684\u8bbe\u8ba1\u66f4\u5f3a\u8c03\u7a33\u5b9a\u6027\u548c\u4e00\u81f4\u6027\u3002\u63d0\u793a\u9700\u8981\u5904\u7406\u5927\u91cf\u7528\u6237\u8f93\u5165\uff0c\u5e76\u786e\u4fdd\u8f93\u51fa\u7684\u53ef\u9760\u6027\u3002\u4e0e\u7814\u7a76\u4e0d\u540c\uff0c\u4f01\u4e1a\u5e94\u7528\u4e2d\u7684\u63d0\u793a\u5f80\u5f80\u5305\u542b\u66f4\u591a\u7684\u793a\u4f8b\u548c\u66f4\u7ec6\u81f4\u7684\u6307\u5f15\uff0c\u4ee5\u786e\u4fdd\u6a21\u578b\u5728\u591a\u79cd\u573a\u666f\u4e0b\u90fd\u80fd\u8868\u73b0\u826f\u597d\u3002<\/li>\n\n\n\n<li><strong>\u7814\u7a76\u4e2d\u7684\u63d0\u793a\u8bbe\u8ba1<\/strong>\uff1a\u5728\u7814\u7a76\u73af\u5883\u4e2d\uff0c\u63d0\u793a\u7684\u8bbe\u8ba1\u66f4\u6ce8\u91cd\u63a2\u7d22\u6a21\u578b\u7684\u591a\u6837\u6027\u3002\u5de5\u7a0b\u5e08\u53ef\u80fd\u4f1a\u6545\u610f\u8bbe\u8ba1\u4e00\u4e9b\u975e\u5e38\u4e0d\u540c\u7684\u793a\u4f8b\uff0c\u4ee5\u6d4b\u8bd5\u6a21\u578b\u7684\u7075\u6d3b\u6027\u548c\u9002\u5e94\u6027\u3002\u8fd9\u79cd\u65b9\u6cd5\u6709\u52a9\u4e8e\u53d1\u73b0\u6a21\u578b\u7684\u6f5c\u5728\u80fd\u529b\u548c\u5c40\u9650\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">8. <strong>Prompt Engineering\u7684\u672a\u6765\u53d1\u5c55<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5185\u7f6e\u80fd\u529b\u7684\u63d0\u5347<\/strong>\uff1a\u968f\u7740AI\u6a21\u578b\u7684\u4e0d\u65ad\u8fdb\u5316\uff0c\u8bb8\u591a\u8fc7\u53bb\u9700\u8981\u901a\u8fc7\u63d0\u793a\u5de5\u7a0b\u6765\u5b9e\u73b0\u7684\u529f\u80fd\uff0c\u73b0\u5728\u5df2\u7ecf\u53ef\u4ee5\u901a\u8fc7\u6a21\u578b\u7684\u8bad\u7ec3\u76f4\u63a5\u5185\u7f6e\u3002\u4f8b\u5982\uff0c\u8fc7\u53bb\u5904\u7406\u6570\u5b66\u95ee\u9898\u65f6\uff0c\u63d0\u793a\u9700\u8981\u660e\u786e\u8981\u6c42\u6a21\u578b\u9010\u6b65\u601d\u8003\uff1b\u4f46\u73b0\u5728\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u8bad\u7ec3\u81ea\u52a8\u6267\u884c\u8fd9\u4e9b\u6b65\u9aa4\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u793a\u5de5\u7a0b\u7684\u6301\u7eed\u53d1\u5c55<\/strong>\uff1a\u867d\u7136\u6a21\u578b\u53d8\u5f97\u8d8a\u6765\u8d8a\u667a\u80fd\uff0c\u80fd\u591f\u81ea\u52a8\u5904\u7406\u8bb8\u591a\u4efb\u52a1\uff0c\u4f46\u63d0\u793a\u5de5\u7a0b\u4ecd\u7136\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u9886\u57df\u3002\u968f\u7740\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u5de5\u7a0b\u5e08\u5c06\u7ee7\u7eed\u4f18\u5316\u63d0\u793a\u8bbe\u8ba1\uff0c\u4f7f\u4e4b\u4e0e\u66f4\u5f3a\u5927\u7684\u6a21\u578b\u76f8\u5339\u914d\uff0c\u5e76\u8fdb\u4e00\u6b65\u63d0\u9ad8\u6a21\u578b\u5728\u590d\u6742\u573a\u666f\u4e2d\u7684\u8868\u73b0\u3002<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">9. <strong>\u63d0\u793a\u5de5\u7a0b\u4e2d\u7684\u9677\u9631\u4e0e\u8bef\u533a<\/strong><\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8fc7\u5ea6\u4f9d\u8d56\u63d0\u793a\u7684\u201c\u6377\u5f84\u201d<\/strong>\uff1a\u4e00\u4e9b\u63d0\u793a\u5de5\u7a0b\u5e08\u53ef\u80fd\u4f1a\u8fc7\u5ea6\u4f9d\u8d56\u63d0\u793a\u8bbe\u8ba1\u4e2d\u7684\u4e00\u4e9b\u6280\u5de7\u6216\u6377\u5f84\uff0c\u4f8b\u5982\u8bd5\u56fe\u901a\u8fc7\u8fc7\u4e8e\u7b80\u5316\u7684\u63d0\u793a\u8fbe\u5230\u590d\u6742\u7684\u6548\u679c\u3002\u5b9e\u9645\u4e0a\uff0c\u63d0\u793a\u8bbe\u8ba1\u66f4\u5e94\u8be5\u6ce8\u91cd\u76f4\u89c2\u548c\u6e05\u6670\uff0c\u800c\u4e0d\u662f\u8ffd\u6c42\u590d\u6742\u6216\u62bd\u8c61\u7684\u8868\u8fbe\u3002<\/li>\n\n\n\n<li><strong>\u5ffd\u89c6\u6a21\u578b\u8f93\u51fa\u4e2d\u7684\u7ec6\u8282<\/strong>\uff1a\u63d0\u793a\u5de5\u7a0b\u5e08\u5f80\u5f80\u4f1a\u5ffd\u7565\u6a21\u578b\u8f93\u51fa\u4e2d\u7684\u7ec6\u5fae\u5dee\u522b\u3002\u4f8b\u5982\uff0c\u67d0\u4e9b\u63d0\u793a\u53ef\u80fd\u8981\u6c42\u6a21\u578b\u201c\u9010\u6b65\u601d\u8003\u201d\uff0c\u4f46\u5982\u679c\u4e0d\u4ed4\u7ec6\u68c0\u67e5\u6a21\u578b\u7684\u6bcf\u4e00\u6b65\u63a8\u7406\uff0c\u5de5\u7a0b\u5e08\u53ef\u80fd\u65e0\u6cd5\u53d1\u73b0\u6a21\u578b\u8f93\u51fa\u4e2d\u7684\u6f5c\u5728\u95ee\u9898\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Anthropic\u53d1\u5e03\u7684\u89c6\u9891AI prompt engineering: A deep dive\u4e2d\uff0c\u6765\u81eaAnt [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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dive\u4e2d\uff0c\u6765\u81eaAnt&hellip;","_links":{"self":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/4579","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4579"}],"version-history":[{"count":1,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/4579\/revisions"}],"predecessor-version":[{"id":4580,"href":"https:\/\/nullthought.net\/index.php?rest_route=\/wp\/v2\/posts\/4579\/revisions\/4580"}],"wp:attachment":[{"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4579"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4579"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nullthought.net\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4579"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}