{"id":33510,"date":"2025-07-25T08:18:13","date_gmt":"2025-07-25T00:18:13","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=33510"},"modified":"2025-07-25T08:18:13","modified_gmt":"2025-07-25T00:18:13","slug":"jingtongaiduihuawu","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/jingtongaiduihuawu\/","title":{"rendered":"\u7cbe\u901aAI\u5bf9\u8bdd\uff1a\u4e94\u4e2a\u63d0\u5347\u6a21\u578b\u8868\u73b0\u7684\u63d0\u793a\u7b56\u7565"},"content":{"rendered":"

\u4e0e AI \u6a21\u578b\u6c9f\u901a\u5df2\u6210\u4e3a\u4e00\u9879\u65e5\u5e38\u6280\u80fd\u3002\u65e0\u8bba\u662f\u4f7f\u7528\u00a0ChatGPT<\/a><\/code>\u00a0\u8fd8\u662f\u00a0Claude<\/a><\/code>\uff0c\u6709\u6548\u7684\u6307\u4ee4\u80fd\u663e\u8457\u63d0\u5347\u5185\u5bb9\u751f\u6210\u8d28\u91cf\u3002AI \u65b0\u521b\u516c\u53f8\u00a0Anthropic<\/a><\/code>\u00a0\u6700\u8fd1\u53d1\u5e03\u4e86\u4e00\u4efd\u63d0\u793a\u5de5\u7a0b\u6307\u5357\uff0c\u5176\u4e2d\u7684\u7b56\u7565\u9002\u7528\u4e8e\u5e02\u9762\u4e0a\u51e0\u4e4e\u6240\u6709\u4e3b\u6d41\u7684\u804a\u5929\u673a\u5668\u4eba\u3002<\/p>\n

\u8fd9\u4efd\u6307\u5357\u7684\u6838\u5fc3\u5728\u4e8e\uff0c\u5c06 AI \u89c6\u4e3a\u4e00\u4f4d\u624d\u534e\u6a2a\u6ea2\u4f46\u5bf9\u4f60\u7684\u5177\u4f53\u8981\u6c42\u4e00\u65e0\u6240\u77e5\u7684\u65b0\u540c\u4e8b\u3002\u6c9f\u901a\u8d8a\u6e05\u6670\u3001\u4e0a\u4e0b\u6587\u8d8a\u4e30\u5bcc\uff0cAI \u7684\u8868\u73b0\u5c31\u8d8a\u51fa\u8272\u3002\u4ee5\u4e0b\u662f\u4e94\u4e2a\u5173\u952e\u7684\u6307\u4ee4\u6280\u5de7\uff0c\u5e2e\u52a9\u4f60\u4ece AI \u83b7\u53d6\u771f\u6b63\u60f3\u8981\u7684\u7b54\u6848\u3002<\/p>\n

\u6280\u5de7\u4e00\uff1a\u6307\u4ee4\u5fc5\u987b\u660e\u786e<\/h2>\n

\u6a21\u7cca\u7684\u6307\u4ee4\u53ea\u4f1a\u5f97\u5230\u6a21\u7cca\u7684\u56de\u7b54\u3002\u5411 AI \u63d0\u95ee\u65f6\uff0c\u9700\u8981\u63d0\u4f9b\u6e05\u6670\u3001\u5177\u4f53\u7684\u6307\u4ee4\uff0c\u8fd9\u80fd\u5927\u5e45\u51cf\u5c11\u65e0\u6548\u7684\u6c9f\u901a\u3002<\/p>\n

\u6709\u6548\u7684\u6307\u4ee4\u5e94\u8be5\u5305\u542b\u4efb\u52a1\u7684\u80cc\u666f\u4fe1\u606f\uff0c\u4f8b\u5982\u6700\u7ec8\u6210\u679c\u7684\u7528\u9014\u3001\u9762\u5411\u7684\u53d7\u4f17\uff0c\u4ee5\u53ca\u4f60\u504f\u597d\u7684\u683c\u5f0f\u6216\u98ce\u683c\u3002\u5f53\u8981\u6c42\u590d\u6742\u65f6\uff0c\u4f7f\u7528\u9879\u76ee\u7b26\u53f7\u6216\u7f16\u53f7\u5217\u8868\uff0c\u80fd\u786e\u4fdd AI \u6309\u7167\u9884\u671f\u7684\u987a\u5e8f\u548c\u65b9\u5f0f\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n

\u5bf9\u6bd4\u4ee5\u4e0b\u4e24\u79cd\u5199\u6cd5\uff1a<\/p>\n

    \n
  • \u6548\u679c\u8f83\u5dee\u7684\u5199\u6cd5<\/strong>\uff1a\n

    \u201c\u4e0d\u8981\u7528\u5220\u8282\u53f7\u3002\u201d<\/li>\n

  • \u66f4\u6709\u6548\u7684\u5199\u6cd5<\/strong>\uff1a\n

    \u201c\u63a5\u4e0b\u6765\u751f\u6210\u7684\u5185\u5bb9\u4f1a\u7528\u4e8e\u8bed\u97f3\u6717\u8bfb\uff0c\u6240\u4ee5\u8bf7\u4e0d\u8981\u4f7f\u7528\u5220\u8282\u53f7\uff0c\u56e0\u4e3a\u6587\u5b57\u8f6c\u8bed\u97f3\u670d\u52a1\u65e0\u6cd5\u51c6\u786e\u8bc6\u522b\u5b83\u7684\u53d1\u97f3\u3002\u201d<\/li>\n<\/ul>\n

    \u7b2c\u4e8c\u4e2a\u7248\u672c\u901a\u8fc7\u89e3\u91ca\u201c\u539f\u56e0\u201d\uff0c\u8ba9 AI \u7406\u89e3\u4e86\u6307\u4ee4\u80cc\u540e\u7684\u903b\u8f91\uff0c\u4ece\u800c\u80fd\u66f4\u597d\u5730\u6267\u884c\u4efb\u52a1\u3002<\/p>\n

    \u6280\u5de7\u4e8c\uff1a\u63d0\u4f9b\u53c2\u8003\u8303\u4f8b<\/h2>\n

    \u63d0\u4f9b\u8303\u4f8b\u662f\u63d0\u5347 AI \u8f93\u51fa\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u7684\u6709\u6548\u65b9\u6cd5\u3002\u8fd9\u79cd\u88ab\u79f0\u4e3a\u201c\u8303\u4f8b\u63d0\u793a\u201d (few-shot prompting) \u7684\u6280\u5de7\uff0c\u901a\u8fc7\u5c55\u793a\u5177\u4f53\u7684\u8f93\u5165\u548c\u8f93\u51fa\u683c\u5f0f\uff0c\u8ba9 AI \u5b66\u4e60\u5e76\u6a21\u4eff\u3002<\/p>\n

    \u4e0e\u201c\u8303\u4f8b\u63d0\u793a\u201d\u76f8\u5173\u7684\u6982\u5ff5\u8fd8\u5305\u62ec\uff1a<\/p>\n

      \n
    • \u96f6\u8303\u4f8b\u63d0\u793a (Zero-shot Prompting)<\/strong>\uff1a\u4e0d\u63d0\u4f9b\u4efb\u4f55\u8303\u4f8b\uff0c\u5b8c\u5168\u4f9d\u8d56 AI \u6a21\u578b\u7684\u9884\u8bad\u7ec3\u77e5\u8bc6\u76f4\u63a5\u56de\u7b54\u95ee\u9898\u3002\u9002\u7528\u4e8e\u7b80\u5355\u7684\u3001\u5e38\u8bc6\u6027\u7684\u4efb\u52a1\u3002<\/li>\n
    • \u5355\u8303\u4f8b\u63d0\u793a (One-shot Prompting)<\/strong>\uff1a\u63d0\u4f9b\u4e00\u4e2a\u8303\u4f8b\uff0c\u7528\u4e8e\u5e2e\u52a9 AI \u7406\u89e3\u90a3\u4e9b\u9700\u8981\u66f4\u5177\u4f53\u6307\u5bfc\u6216\u5bb9\u6613\u4ea7\u751f\u6b67\u4e49\u7684\u4efb\u52a1\u3002<\/li>\n
    • \u591a\u8303\u4f8b\u63d0\u793a (Few-shot Prompting)<\/strong>\uff1a\u63d0\u4f9b\u4e24\u5230\u4e09\u4e2a\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u8303\u4f8b\uff0c\u9002\u7528\u4e8e\u9700\u8981\u5efa\u7acb\u7279\u5b9a\u6a21\u5f0f\u7684\u590d\u6742\u4efb\u52a1\uff0c\u4f8b\u5982\u8981\u6c42 AI \u6309\u7167\u7279\u5b9a\u98ce\u683c\u8fdb\u884c\u5199\u4f5c\u6216\u6309\u56fa\u5b9a\u683c\u5f0f\u63d0\u53d6\u4fe1\u606f\u3002<\/li>\n<\/ul>\n

      \u4e3a\u4e86\u8ba9\u8303\u4f8b\u53d1\u6325\u6700\u5927\u4f5c\u7528\uff0c\u5efa\u8bae\u4f7f\u7528 XML \u6807\u7b7e\uff08\u5982\u00a0<example><\/code>\u00a0\u548c\u00a0<\/example><\/code>\uff09\u5c06\u8303\u4f8b\u5185\u5bb9\u6e05\u6670\u5730\u5305\u88f9\u8d77\u6765\uff0c\u5e2e\u52a9 AI \u533a\u5206\u6307\u4ee4\u548c\u53c2\u8003\u8d44\u6599\u3002<\/p>\n

      \u6280\u5de7\u4e09\uff1a\u7ed9\u4e88 AI \u201c\u601d\u8003\u201d\u7684\u65f6\u95f4<\/h2>\n

      \u9762\u5bf9\u9700\u8981\u63a8\u7406\u3001\u5206\u6790\u6216\u89e3\u51b3\u95ee\u9898\u7684\u590d\u6742\u4efb\u52a1\u65f6\uff0c\u76f4\u63a5\u8981\u6c42\u6700\u7ec8\u7b54\u6848\u53ef\u80fd\u4f1a\u5bfc\u81f4 AI \u51fa\u9519\u3002\u8fd9\u65f6\uff0c\u5e94\u8be5\u5f15\u5bfc\u5b83\u8fdb\u884c\u9010\u6b65\u5206\u6790\u3002<\/p>\n

      \u8fd9\u79cd\u88ab\u79f0\u4e3a\u201c\u601d\u7ef4\u94fe\u201d (Chain of Thought, CoT) \u7684\u6280\u672f\uff0c\u5728 2022 \u5e74\u7531\u00a0Google Brain<\/code> \u7684\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u3002 \u4ed6\u4eec\u53d1\u73b0\uff0c\u8981\u6c42\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5728\u7ed9\u51fa\u6700\u7ec8\u7b54\u6848\u524d\uff0c\u5148\u201c\u4e00\u6b65\u4e00\u6b65\u5730\u601d\u8003\u201d\u5e76\u5c55\u793a\u63a8\u7406\u8fc7\u7a0b\uff0c\u80fd\u663e\u8457\u63d0\u9ad8\u5176\u5728\u903b\u8f91\u3001\u6570\u5b66\u548c\u591a\u6b65\u63a8\u7406\u4efb\u52a1\u4e0a\u7684\u51c6\u786e\u6027\u3002<\/p>\n

      \u4ee5\u4e0b\u662f\u5e94\u7528\u201c\u601d\u7ef4\u94fe\u201d\u7684\u4e09\u79cd\u4e0d\u540c\u5c42\u6b21\u7684\u63d0\u793a\uff1a<\/p>\n

        \n
      • \u57fa\u672c\u63d0\u793a<\/strong>\uff1a\n

        \u64b0\u5199\u4e00\u5c01\u90ae\u4ef6\uff0c\u5411\u6350\u8d60\u8005\u8bf7\u6c42\u63f4\u52a9\u3002\u5728\u52a8\u7b14\u524d\uff0c\u8bf7\u5148\u9010\u6b65\u601d\u8003\u3002<\/li>\n

      • \u5f15\u5bfc\u5f0f\u601d\u8003<\/strong>\uff1a\n

        \u64b0\u5199\u4e00\u5c01\u90ae\u4ef6… \u5728\u52a8\u7b14\u524d\uff0c\u8bf7\u5148\u601d\u8003\uff1a1. \u6839\u636e\u6350\u8d60\u8005\u7684\u5386\u53f2\u8bb0\u5f55\uff0c\u5206\u6790\u54ea\u4e9b\u4fe1\u606f\u80fd\u5f15\u8d77\u4ed6\u7684\u5171\u9e23\u30022. \u7ed3\u5408\u8fd9\u4e9b\u4fe1\u606f\uff0c\u601d\u8003\u6211\u4eec\u4eca\u5e74\u7684\u9879\u76ee\u4e2d\uff0c\u6709\u54ea\u4e9b\u65b9\u9762\u53ef\u80fd\u5438\u5f15\u4ed6\u30023. \u6700\u540e\uff0c\u6839\u636e\u4f60\u7684\u5206\u6790\uff0c\u64b0\u5199\u90ae\u4ef6\u3002<\/li>\n

      • \u7ed3\u6784\u5316\u601d\u8003\uff08\u63a8\u8350\uff09<\/strong>\uff1a\n

        \u5728\u00a0<thinking><\/code>\u00a0\u6807\u7b7e\u5185\u5b8c\u6210\u4ee5\u4e0b\u601d\u8003\uff1a1. \u5206\u6790\u6350\u8d60\u8005\u7684\u5386\u53f2… 2. \u601d\u8003\u9879\u76ee\u7684\u5438\u5f15\u70b9…\u3002\u7136\u540e\uff0c\u5728\u00a0<email><\/code>\u00a0\u6807\u7b7e\u5185\uff0c\u7ed3\u5408\u4f60\u7684\u5206\u6790\u64b0\u5199\u4e00\u5c01\u4e2a\u4eba\u5316\u7684\u7535\u5b50\u90ae\u4ef6\u3002<\/li>\n<\/ul>\n

        \u7ed3\u6784\u5316\u601d\u8003\u80fd\u5c06 AI \u7684\u63a8\u7406\u8fc7\u7a0b\u4e0e\u6700\u7ec8\u7b54\u6848\u5b8c\u5168\u5206\u79bb\uff0c\u4fbf\u4e8e\u4f7f\u7528\u8005\u68c0\u67e5\u5176\u903b\u8f91\uff0c\u540c\u65f6\u4fdd\u8bc1\u8f93\u51fa\u5185\u5bb9\u7684\u6574\u6d01\u3002<\/p>\n

        \"\u7cbe\u901aAI\u5bf9\u8bdd\uff1a\u4e94\u4e2a\u63d0\u5347\u6a21\u578b\u8868\u73b0\u7684\u63d0\u793a\u7b56\u7565-1\"
        \nAnthropic \u53d1\u5e03\u7684\u6307\u5357\u5f3a\u8c03\uff0c\u6709\u6548\u7684\u63d0\u793a\u6280\u5de7\u5bf9 Claude\u3001ChatGPT \u7b49\u4e3b\u6d41 AI \u6a21\u578b\u5747\u9002\u7528\u3002<\/em><\/p>\n

        \u6280\u5de7\u56db\uff1a\u4e3a AI \u6307\u5b9a\u4e00\u4e2a\u89d2\u8272<\/h2>\n

        \u4e3a AI \u6307\u5b9a\u4e00\u4e2a\u7279\u5b9a\u89d2\u8272\uff0c\u4f8b\u5982\u201c\u4e00\u4f4d\u62e5\u6709\u4e8c\u5341\u5e74\u7ecf\u9a8c\u7684\u8d22\u5bcc500\u5f3a\u4f01\u4e1a\u6cd5\u52a1\u957f\u201d\u6216\u201c\u4e00\u4f4d\u64c5\u957f\u64b0\u5199\u75c5\u6bd2\u5f0f\u8425\u9500\u6587\u6848\u7684\u5e7f\u544a\u4e13\u5bb6\u201d\uff0c\u662f\u63d0\u5347\u5176\u8868\u73b0\u7684\u6377\u5f84\u3002<\/p>\n

        \u8fd9\u79cd\u201c\u89d2\u8272\u63d0\u793a\u201d (Role Prompting) \u6280\u672f\u80fd\u5c06 AI \u4ece\u4e00\u4e2a\u901a\u7528\u52a9\u624b\uff0c\u8f6c\u53d8\u4e3a\u7279\u5b9a\u9886\u57df\u7684\u4e13\u5bb6\u3002\u5728\u5904\u7406\u6cd5\u5f8b\u5206\u6790\u6216\u8d22\u52a1\u5efa\u6a21\u7b49\u4e13\u4e1a\u4efb\u52a1\u65f6\uff0c\u89d2\u8272\u63d0\u793a\u7684\u6548\u679c\u5c24\u4e3a\u663e\u8457\u3002<\/p>\n

        \u4f8b\u5982\uff0c\u5f53\u8981\u6c42 AI \u5206\u6790\u4e00\u4efd\u8f6f\u4ef6\u6388\u6743\u534f\u8bae\u65f6\uff1a<\/p>\n

          \n
        • \u6ca1\u6709\u89d2\u8272\u7684 AI<\/strong>\uff1a\u53ef\u80fd\u53ea\u4f1a\u7ed9\u51fa\u5bbd\u6cdb\u7684\u56de\u7b54\uff0c\u8ba4\u4e3a\u534f\u8bae\u201c\u770b\u8d77\u6765\u6ca1\u6709\u5927\u95ee\u9898\u201d\u3002<\/li>\n
        • \u88ab\u8d4b\u4e88\u201c\u8d44\u6df1\u6cd5\u52a1\u957f\u201d\u89d2\u8272\u7684 AI<\/strong>\uff1a\u5219\u80fd\u8fc5\u901f\u53d1\u73b0\u534f\u8bae\u4e2d\u9690\u85cf\u7684\u98ce\u9669\u6761\u6b3e\uff0c\u5e76\u6307\u51fa\u8fd9\u4e9b\u6761\u6b3e\u53ef\u80fd\u7ed9\u516c\u53f8\u5e26\u6765\u6570\u767e\u4e07\u7f8e\u5143\u7684\u6f5c\u5728\u635f\u5931\u3002<\/li>\n<\/ul>\n

          \u901a\u8fc7\u8bbe\u5b9a\u89d2\u8272\uff0c\u8fd8\u53ef\u4ee5\u8f7b\u677e\u89c4\u8303 AI \u7684\u8bed\u6c14\u548c\u7528\u8bcd\u98ce\u683c\uff0c\u4f7f\u5176\u8f93\u51fa\u7684\u5185\u5bb9\u66f4\u7b26\u5408\u9884\u671f\u3002<\/p>\n

          \u6280\u5de7\u4e94\uff1a\u5141\u8bb8 AI \u56de\u7b54\u201c\u6211\u4e0d\u77e5\u9053\u201d<\/h2>\n

          AI \u6a21\u578b\u6709\u65f6\u4f1a\u201c\u4e00\u672c\u6b63\u7ecf\u5730\u80e1\u8bf4\u516b\u9053\u201d\uff0c\u8fd9\u79cd\u73b0\u8c61\u88ab\u79f0\u4e3a\u201c\u5e7b\u89c9\u201d (Hallucination)\u3002\u4e3a\u4e86\u51cf\u5c11\u8fd9\u79cd\u60c5\u51b5\uff0c\u6700\u7b80\u5355\u6709\u6548\u7684\u65b9\u6cd5\uff0c\u5c31\u662f\u5728\u6307\u4ee4\u4e2d\u660e\u786e\u5141\u8bb8\u5b83\u5728\u4e0d\u786e\u5b9a\u65f6\u56de\u7b54\u201c\u6211\u4e0d\u77e5\u9053\u201d\u3002<\/p>\n

          \u8fd9\u770b\u4f3c\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u8c03\u6574\uff0c\u5374\u80fd\u663e\u8457\u964d\u4f4e AI \u4e3a\u4e86\u586b\u5145\u7b54\u6848\u800c\u7f16\u9020\u4fe1\u606f\u7684\u53ef\u80fd\u6027\u3002<\/p>\n

          \u6b64\u5916\uff0c\u5728\u5904\u7406\u57fa\u4e8e\u7279\u5b9a\u6587\u6863\u7684\u95ee\u7b54\u4efb\u52a1\u65f6\uff0c\u53ef\u4ee5\u91c7\u53d6\u4ee5\u4e0b\u63aa\u65bd\u6765\u8fdb\u4e00\u6b65\u964d\u4f4e\u5e7b\u89c9\u98ce\u9669\uff1a<\/p>\n

            \n
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