{"id":1440,"date":"2025-07-29T20:57:00","date_gmt":"2025-07-29T12:57:00","guid":{"rendered":"http:\/\/www.applicationsofllm.com\/?p=1440"},"modified":"2025-09-17T21:02:08","modified_gmt":"2025-09-17T13:02:08","slug":"agi-eval%e8%af%84%e6%b5%8b%e6%8a%a5%e5%91%8a-%e6%b7%b7%e5%85%83%e5%9b%be%e5%83%8f2-0%e6%a8%a1%e5%9e%8b%e5%bc%80%e7%ae%b1%e8%af%84%e6%b5%8b%ef%bc%8c%e6%a8%a1%e5%9e%8b%e5%ae%9e%e6%b5%8b%e6%95%88","status":"publish","type":"post","link":"http:\/\/www.applicationsofllm.com\/index.php\/2025\/07\/29\/agi-eval%e8%af%84%e6%b5%8b%e6%8a%a5%e5%91%8a-%e6%b7%b7%e5%85%83%e5%9b%be%e5%83%8f2-0%e6%a8%a1%e5%9e%8b%e5%bc%80%e7%ae%b1%e8%af%84%e6%b5%8b%ef%bc%8c%e6%a8%a1%e5%9e%8b%e5%ae%9e%e6%b5%8b%e6%95%88\/","title":{"rendered":"AGI-Eval\u8bc4\u6d4b\u62a5\u544a-\u6df7\u5143\u56fe\u50cf2.0\u6a21\u578b\u5f00\u7bb1\u8bc4\u6d4b\uff0c\u6a21\u578b\u5b9e\u6d4b\u6548\u679c\u5927\u653e\u9001\uff01"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u817e\u8baf\u51e0\u5929\u524d\u53d1\u5e03<strong>\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b<\/strong>\uff0c\u521b\u65b0\u6027\u5730\u5b9e\u73b0\u4e86\u201c\u8fb9\u8bf4\u8bdd\u8fb9\u51fa\u56fe\u201d\u3001\u201c\u8fb9\u6253\u5b57\u8fb9\u51fa\u56fe\u201d\u7684\u529f\u80fd\uff0c\u4e3a\u6211\u4eec\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u4ea4\u4e92\u65b0\u4f53\u9a8c\uff0c\u90a3\u4e48\u5b83\u7684\u5b9e\u9645\u80fd\u529b\u8868\u73b0\u53c8\u5982\u4f55\u4e86\uff1f\u73b0\u5728\u5c31\u4e3a\u5927\u5bb6\u5b9e\u6d4b\u4e00\u6ce2\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u4ecb\u7ecd<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u5f80\u7684\u6a21\u578b\u751f\u56fe\u9700\u8981\u8f93\u5165\u5b8c\u6574\u7684 prompt\uff0c\u7ee7\u800c\u7b49\u5f85\u56fe\u50cf\u751f\u6210\uff0c\u5728\u7b49\u5f85\u8fc7\u7a0b\u4e2d\uff0c\u5982\u679c\u7a81\u7136\u6709\u4e86\u65b0\u7684\u60f3\u6cd5\uff0c\u4e5f\u53ea\u80fd\u7b49\u56fe\u50cf\u751f\u6210\u5b8c\u4e4b\u540e\u624d\u80fd\u770b\u5230\u662f\u4e0d\u662f\u60f3\u8981\u7684\u56fe\u7247\u6548\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73b0\u5728\u8fd9\u4e2a\u96be\u9898\u6709\u4e86\u89e3\u51b3\u65b9\u6848\uff0c\u817e\u8baf\u53d1\u5e03\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b<strong>\u7a81\u7834\u6027\u5b9e\u73b0\u6beb\u79d2\u7ea7\u5b9e\u65f6\u54cd\u5e94<\/strong>\uff0c\u652f\u6301\u8fb9\u63cf\u8ff0\u8fb9\u751f\u6210\u7684\u52a8\u6001\u4ea4\u4e92\u3002\u7528\u6237\u8f93\u5165\u3001\u4fee\u6539prompt\u65f6\uff0c\u6a21\u578b\u5b9e\u65f6\u5b8c\u6210\u56fe\u50cf\u91cd\u7ed8\uff0c\u544a\u522b\u4f20\u7edf\u751f\u6210\u7b49\u5f85\u8017\u65f6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6df7\u5143\u56fe\u50cf2.0\u65b0\u589e\u201c\u5b9e\u65f6\u7ed8\u753b\u677f\u201d\u529f\u80fd&nbsp;\u3002<\/strong>\u7528\u6237\u624b\u7ed8\u5143\u7d20\u8f6e\u5ed3 + \u6587\u5b57\u6ce8\u91ca\uff0c\u6a21\u578b\u5c31\u80fd\u5373\u65f6\u751f\u6210\u9ad8\u7cbe\u5ea6\u6548\u679c\u56fe\uff0c\u8ba9\u521b\u610f\u7075\u611f\u5feb\u901f\u843d\u5730\u4e3a\u5177\u8c61\u753b\u9762\uff0c\u8ba9\u6a21\u578b\u751f\u56fe\u4ece\u201c\u8f93\u5165\u63d0\u793a\u8bcd-\u7b49\u5f85\u6a21\u578b\u751f\u6210\u201d\u7684\u7ebf\u6027\u8282\u594f\uff0c\u53d8\u6210\u4e86\u8f93\u5165\u4e0e\u8f93\u51fa\u540c\u6b65\u53d1\u751f\u7684\u5b9e\u65f6\u4ea4\u4e92\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u4e09\u5927\u4eae\u70b91.\u6548\u7387\u4e0e\u8d28\u611f\u5e76\u884c\uff1a<\/strong>\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u5b9e\u73b0\u4e86\u6beb\u79d2\u7ea7\u7684\u521b\u4f5c\u901f\u5ea6\u548c\u8d85\u5199\u5b9e\u753b\u8d28\uff0c\u53f7\u79f0\u662f<strong>\u9996\u4e2a\u5546\u4e1a\u5316\u6beb\u79d2\u7ea7\u54cd\u5e94\u6587\u751f\u56fe\u6a21\u578b<\/strong>\uff0c\u5e76\u5bf9\u56fe\u50cf\u8d28\u611f\u505a\u4e86\u7cfb\u7edf\u6027\u91cd\u6784\uff0c\u53ef\u8fbe\u5230\u9ad8\u5199\u5b9e\u6548\u679c\uff0c\u53ef\u7528\u6027\u9ad8\u3002<strong>2.\u591a\u8bed\u4e49\u7406\u89e3\u80fd\u529b\uff1a<\/strong>\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u5f15\u5165\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff08MLLM\uff09\u4f5c\u4e3a\u6587\u672c\u7f16\u7801\u5668\uff0c\u914d\u5408\u81ea\u7814\u7684\u7ed3\u6784\u5316 caption \u7cfb\u7edf\uff0c<strong>\u8bed\u4e49\u54cd\u5e94\u901f\u5ea6<\/strong>\u9065\u9065\u9886\u5148\uff0c\u5728GenEval\u8bc4\u6d4b\u96c6\u4e0a\uff0c\u817e\u8baf\u53f7\u79f0\u4ee50.9597\u8d85\u8fc7\u4e86\u6240\u6709\u6587\u751f\u56fe\u6a21\u578b\u3002\u4e0d\u4ec5\u80fd\u7406\u89e3\u4f60\u5728\u8bf4\u4ec0\u4e48\uff0c\u66f4\u80fd\u5feb\u901f\u63a8\u6d4b\u51fa\u4f60\u5e0c\u671b\u753b\u9762\u300c\u600e\u4e48\u8868\u8fbe\u300d\u3002<strong>3.\u591a\u91cd\u4f7f\u7528\u65b9\u5f0f\uff1a<\/strong>\u5bf9\u4e8e\u666e\u901a\u521b\u4f5c\u8005\u800c\u8a00\uff0c\u53ea\u9700\u6587\u5b57\u8f93\u5165\u6216\u8bed\u97f3\u8bf4\u51fa\u63d0\u793a\u8bcd\uff0c\u65e0\u8bba\u662f\u505a\u793e\u4ea4\u914d\u56fe\u3001\u6559\u5b66\u63d2\u56fe\uff0c\u8fd8\u662f\u8bb0\u5f55\u7075\u611f\u7247\u6bb5\uff0c\u6a21\u578b\u90fd\u80fd\u5b9e\u65f6\u751f\u6210\u56fe\u50cf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u6709\u8bbe\u8ba1\u57fa\u7840\u7684\u7528\u6237\uff0c\u53ef\u4ee5\u5b9e\u65f6\u753b\u5e03\u3001\u591a\u5c42\u7f16\u8f91\u3002\u7528\u6237\u5728\u5de6\u4fa7\u7ed8\u5236\u7ebf\u7a3f\uff0c\u53f3\u4fa7\u540c\u6b65\u751f\u6210\u5149\u5f71\u3001\u6750\u8d28\u7b49\u7ec6\u8282\uff1b\u8fd8\u652f\u6301\u56fe\u5c42\u53e0\u52a0\u4e0e\u5c40\u90e8\u8c03\u6574\uff0c\u5e2e\u52a9\u7528\u6237\u4ece\u8349\u56fe\u5230\u6210\u56fe\u300c\u4e00\u6c14\u5475\u6210\u300d\uff0c\u6709\u6548\u7a81\u7834\u4f20\u7edf\u7ed8\u56fe\u8f6f\u4ef6\u4e2d\u300c\u7ed8\u5236-\u7b49\u5f85-\u4fee\u6539\u300d\u7684\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u4f53\u9a8c\u5165\u53e3\uff1a<strong><u>https:\/\/hunyuan.tencent.com\/<\/u><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.\u6a21\u578b\u5f00\u7bb1\u8bc4\u6d4b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90a3\u4e48&nbsp;\uff0c\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u5728\u5b9e\u6d4b\u8868\u73b0\u4e2d\u53c8\u5982\u4f55\u5462\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9996\u5148\u6765\u770b\u672c\u6b21\u5f00\u7bb1\u8bc4\u6d4b\u7684\u6838\u5fc3\u7ed3\u8bba\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.1 \u8bc4\u6d4b\u6838\u5fc3\u7ed3\u8bba<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AGI-Eval \u5927\u6a21\u578b\u8bc4\u6d4b\u793e\u533a\u7b2c\u4e00\u65f6\u95f4\u505a\u4e86\u6a21\u578b\u8bc4\u6d4b\uff0c\u8bc4\u6d4b\u7ed3\u8bba\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u5728\u5b9e\u65f6\u751f\u6210\u901f\u5ea6\u548c\u4ea4\u4e92\u6a21\u5f0f\u4e0a\u5b9e\u73b0\u4e86\u4e00\u5b9a\u7a81\u7834\uff0c\u5c24\u5176<strong>\u9002\u5408\u5feb\u901f\u83b7\u53d6\u57fa\u7840\u89c6\u89c9\u7d20\u6750\u6216\u65e5\u5e38\u5a31\u4e50\u56fe\u50cf\u3002<\/strong>\u7136\u800c\uff0c\u6a21\u578b\u8f93\u51fa\u6548\u679c<strong>\u5728\u7ec6\u8282\u7cbe\u5ea6\u3001\u8bed\u4e49\u7406\u89e3\u548c\u771f\u5b9e\u611f\u65b9\u9762\u4ecd\u5b58\u5728\u4e00\u5b9a\u5c40\u9650\uff0c<\/strong>\u6bd4\u5982\u751f\u56fe\u5b58\u5728\u660e\u663eAI\u611f<strong>\uff0c<\/strong>\u6682\u4e0d\u9002\u5408\u4e13\u4e1a\u6027\u8981\u6c42\u8f83\u9ad8\u7684\u529e\u516c\u6216\u8bbe\u8ba1\u573a\u666f\u3002\u5efa\u8bae\u7528\u6237\u6839\u636e\u5b9e\u9645\u9700\u6c42\u6743\u8861\u4f7f\u7528\uff0c\u4f18\u5148\u7528\u4e8e\u6982\u5ff5\u751f\u6210\u548c\u521b\u610f\u63a2\u7d22\uff0c\u5e76\u7ed3\u5408\u4eba\u5de5\u540e\u671f\u5904\u7406\u63d0\u5347\u6700\u7ec8\u56fe\u50cf\u6548\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.2 \u5b9e\u65f6\u6587\u751f\u56fe\u8bc4\u6d4b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u90a3\u4e48\u9996\u5148\u6765\u770b\u5b9e\u65f6\u6587\u751f\u56fe\u529f\u80fd\uff0c\u6211\u4eec\u5c06\u4ece<strong>\u65e0\u53c2\u8003\u56fe<\/strong>\u548c<strong>\u6709\u53c2\u8003\u56fe<\/strong>\u4e24\u4e2a\u65b9\u5411\u8fdb\u884c\u8bc4\u6d4b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.2.1 \u65e0\u53c2\u8003\u56fe\u7c7b\u578b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt1\uff1a\u6625\u5929\uff0c\u6e29\u6696\u7684\u5ba4\u5185\uff0c\u4e00\u53ea\u5e03\u5076\u732b\u8e72\u5728\u7a97\u6237\u65c1\u770b\u5916\u9762\u7684\u9633\u5149\uff0c\u51dd\u89c6\u7740\u7a97\u6237\u5916\u6d12\u843d\u7684\u9633\u5149<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"425\" src=\"blob:http:\/\/www.applicationsofllm.com\/90b1f910-67b9-4885-ab76-6d5ac03b5a91\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7ecf\u5b9e\u6d4b\u53d1\u73b0\uff0c\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u786e\u5b9e\u53ef\u4ee5\u6839\u636eprompt\u7684\u4fee\u6539\u5b9e\u65f6\u751f\u6210\u56fe\u50cf\uff0c\u5e76\u4e14\u8fbe\u5230<strong>\u6beb\u79d2\u7ea7\u901f\u5ea6\u54cd\u5e94<\/strong>\u3002\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u51fa\u4e00\u53ea\u5e03\u5076\u732b\u5728\u671b\u7740\u7a97\u5916\uff0c\u732b\u79cd\u7279\u5f81\u660e\u663e\uff0c\u52a8\u4f5c\u53ca\u7a97\u5916\u7f6e\u666f\u57fa\u672c\u7b26\u5408prompt\u7684\u63cf\u8ff0\u3002\u4e3a\u4e86\u6d4b\u8bd5\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c\uff0c\u6211\u4eec\u62d3\u5c55\u4e0b prompt\uff0c\u770b\u751f\u6210\u7684\u753b\u9762\u80fd\u5426\u66f4\u52a0\u4e30\u5bcc\u3002<strong>prompt\uff1a\u6625\u5929\uff0c\u6e29\u6696\u7684\u5ba4\u5185\uff0c\u4e00\u53ea\u5e03\u5076\u732b\u8e72\u5728\u7a97\u6237\u65c1\u770b\u5916\u9762\u7684\u9633\u5149\uff0c\u51dd\u89c6\u7740\u7a97\u6237\u5916\u6d12\u843d\u7684\u9633\u5149\uff0c\u63a5\u7740\u53c8\u6709\u4e00\u53ea\u65e0\u6bdb\u732b\u8df3\u4e86\u4e0a\u6765\uff0c\u5b83\u4eec\u4fe9\u6ca1\u6709\u5bf9\u89c6\uff0c\u6328\u7740\u4e00\u8d77\uff0c\u770b\u7a97\u6237\u5916\u4e00\u53ea\u84dd\u8272\u8774\u8776\uff0c\u5728\u5b83\u4eec\u8eab\u540e\uff0c\u662f\u5ba4\u5185\u7684\u8336\u51e0\u3001\u8336\u676f\u3001\u7535\u89c6\u548c\u6c99\u53d1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"425\" src=\"blob:http:\/\/www.applicationsofllm.com\/da2ea47f-f732-4a54-ab14-ed75fb4ef631\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u89c1\uff0c\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u5728\u6d4b\u8bd5\u4e2d\u51fa\u73b0\u751f\u6210\u56fe\u7247\u8ddf\u6307\u4ee4\u4e0d\u7b26\u7684\u60c5\u51b5\uff0c\u753b\u9762\u95ea\u70c1\u4e0d\u5b9a\uff0c\u8f93\u5165\u6307\u4ee4\u660e\u786e\u4e3a\u201c\u5b83\u4fe9\u6ca1\u6709\u5bf9\u89c6\u201d\uff0c\u800c\u753b\u9762\u95ea\u8fc7\u7684\u4e24\u53ea\u732b\u5728\u4e92\u76f8\u5bf9\u89c6\uff1bprompt\u660e\u786e\u662f\u201c\u7a97\u5916\u7684\u8774\u8776\u201d\uff0c\u800c\u753b\u9762\u4e2d\u7684\u8774\u8776\u662f\u5ba4\u5185\u7684\uff0c\u56fe\u50cf\u5c42\u6b21\u4e0d\u6e05\u6670\uff1b\u5e76\u4e14\u753b\u9762\u5143\u7d20\u7f3a\u5931\uff0c\u201c\u5ba4\u5185\u7684\u8336\u51e0\u3001\u7535\u89c6\u548c\u6c99\u53d1\u201d\u7684prompt\u88ab\u541e\u6389\uff0c\u6a21\u578b\u7684\u6307\u4ee4\u9075\u5faa\u4e0d\u4f73\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u8fd9\u4e2a\u6d4b\u8bd5\u7ed3\u679c\u6765\u770b\uff0c\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u7684\u5b9e\u65f6\u6587\u751f\u56fe\u80fd\u591f\u57fa\u672c\u6ee1\u8db3\u753b\u9762\u751f\u6210\u9700\u6c42\uff0c\u4f46\u5176\u5b58\u5728\u8f83\u591a\u6307\u4ee4\u9075\u5faa\u95ee\u9898\uff0c\u751f\u6210\u7684\u753b\u9762\u4e5f\u5b58\u5728\u8f83\u591a\u7684\u7ec6\u8282\u95ee\u9898\u3002<br><br><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 2 \uff1a\u4e00\u4e2a\u9910\u684c\uff0c\u4e0a\u9762\u6709\u4e00\u53e3\u5192\u7740\u6ce1\u6ce1\u7684\u7530\u5b57\u683c\u706b\u9505\uff0c\u706b\u9505\u91cc\u6709\u5f88\u591a\u8fa3\u6912\uff0c\u4fef\u89c6\u6765\u770b\uff0c\u9505\u7684\u5468\u56f4\u6446\u6ee1\u4e86\u852c\u83dc\u548c\u725b\u8089\u7f8a\u8089\u6bdb\u809a<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"428\" src=\"blob:http:\/\/www.applicationsofllm.com\/1950a452-797f-4c2e-ad00-124756990bc0\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u751f\u6210\u7684\u8fd9\u5f20\u706b\u9505\u56fe\uff0c\u5f00\u59cb\u9505\u91cc\u8fd8\u5728\u5192\u706b\uff0c\u706b\u9505\u91cc\u7684\u8fa3\u6912\u5c45\u7136\u53ef\u4ee5\u90a3\u4e48\u5927\uff0c\u4e0e\u73b0\u5b9e\u573a\u666f\u4e2d\u7684\u4e0d\u540c\uff0c\u5bf9\u706b\u9505\u5468\u56f4\u7684\u852c\u83dc\u548c\u8089\u7c7b\u7684\u751f\u6210\u4e5f\u4e0d\u7cbe\u51c6\uff0c\u5206\u7c7b\u6a21\u7cca\uff0c\u201c\u7530\u5b57\u683c\u706b\u9505\u201d\u7684\u5f62\u72b6\u4e5f\u6ca1\u6709\u5448\u73b0\u51fa\u6765\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"427\" src=\"blob:http:\/\/www.applicationsofllm.com\/9afa3647-dbef-4e3a-ab03-fdf5b000273e\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u7279\u610f\u7f29\u77ed prompt\uff0c\u7136\u800c\u6a21\u578b\u751f\u6210\u7684\u56fe\u50cf\u5728\u7ec6\u8282\u4e0a\u65e0\u6cd5\u5f88\u597d\u5730\u6ee1\u8db3\u9700\u6c42\uff0c\u751a\u81f3\u5b58\u5728\u56fe\u6587\u4e0d\u7b26\u7684\u60c5\u51b5\uff0c\u6bd4\u5982\u8981\u6c42\u751f\u6210\u7684\u662f\u5a03\u5a03\u83dc\uff0c\u56fe\u50cf\u751f\u6210\u7684\u662f\u51e0\u5934\u849c\uff0cAI\u5473\u8fc7\u91cd\u3002<strong>prompt 3\uff1a\u4e00\u8f86\u9508\u8ff9\u6591\u6591\u7684\u7ea2\u8272\u76ae\u5361\u8f66\uff0c\u914d\u6709\u767d\u8272\u8f6e\u5708<\/strong><br><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"428\" src=\"blob:http:\/\/www.applicationsofllm.com\/37ee558d-ca13-46b7-8930-cec2ee698c33\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u4eec\u4e3a\u5176\u51c6\u5907\u4e86\u4e00\u4e2a\u7b80\u5355\u7684prompt\uff0c\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u53ef\u4ee5\u5feb\u901f\u7cbe\u51c6\u6ee1\u8db3\u9700\u6c42\uff0c\u8d28\u611f\u76f8\u5bf9\u6765\u8bf4\u8f83\u771f\u5b9e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 4\uff1a\u82f9\u679c\u54c1\u724c\u7684logo\u662f\u4e00\u4e2a\u88ab\u54ac\u4e86\u4e00\u53e3\u7684\u82f9\u679c\uff0c\u7528\u540c\u6837\u7684\u89c4\u5f8b\u751f\u6210\u4e00\u5f20&#8221;\u9999\u8549\u54c1\u724c&#8221;\u7684logo<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"792\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-204-1024x792.png\" alt=\"\" class=\"wp-image-1442\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-204-1024x792.png 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-204-300x232.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-204-768x594.png 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-204.png 1107w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u751f\u6210\u7684\u8fd9\u5f20&#8221;\u9999\u8549\u54c1\u724c&#8221;\u7684 logo \u56fe\uff0c\u5728\u8f93\u5165\u5b8c\u524d\u534a\u53e5 prompt \u65f6\u53ef\u4ee5\u6ee1\u8db3\u9700\u6c42\uff0c\u4f46\u660e\u663e\u5728<strong>\u8bed\u4e49\u7406\u89e3\u548c\u903b\u8f91\u63a8\u7406\u4e0a\u5b58\u5728\u4e0d\u8db3<\/strong>\uff0c\u751f\u6210\u4e86\u4e00\u5f20\u7ec4\u5408\u56fe\uff0c\u4e0e\u6211\u4eec\u60f3\u8981\u7684\u6548\u679c\u56fe\u5b8c\u5168\u4e0d\u7b26\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 5\uff1a\u4ee5\u884c\u661f\u4e3a\u4e3b\u9898\uff0c\u6309\u7167\u771f\u5b9e\u7684\u4f4d\u7f6e\u5206\u5e03\u548c\u5927\u5c0f\u6bd4\u4f8b\u753b\u51fa\u592a\u9633\u7cfb\u7684\u516b\u4e2a\u5927\u884c\u661f<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-205-1024x682.png\" alt=\"\" class=\"wp-image-1443\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-205-1024x682.png 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-205-300x200.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-205-768x512.png 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-205.png 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5f20\u56fe\u7247\u53ea\u753b\u4e865\u4e2a\u884c\u661f\uff0c\u5e76\u6ca1\u6709\u753b\u51fa\u592a\u9633\u7cfb\u7684\u516b\u4e2a\u5927\u884c\u661f\uff0c\u66f4\u6ca1\u6709\u6309\u7167\u4f4d\u7f6e\u6392\u5e03\uff0c<strong>\u5bf9\u5b66\u79d1\u77e5\u8bc6\u7684\u638c\u63e1\u5f31\u4e8eGPT-4o<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 6\uff1a\u4e00\u5f20\u5fae\u7b11\u7684\u61a8\u8c46\u5148\u751f\u9ed1\u767d\u7167\uff0c\u5728\u62bd\u7740\u9999\u70df\u8ddf\u4e00\u4f4d\u5973\u58eb\u5728\u4ea4\u8c08<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"431\" src=\"blob:http:\/\/www.applicationsofllm.com\/88a72bfc-2f20-4901-a484-05eb482f0243\" alt=\"\u56fe\u7247\">\u6df7\u5143\u56fe\u50cf 2.0 \u5bf9\u5355\u4e3b\u4f53 prompt\u201d\u5fae\u7b11\u7684\u61a8\u8c46\u5148\u751f\u9ed1\u767d\u7167&#8221;\u751f\u6210\u7cbe\u51c6\uff0c\u5c55\u73b0<strong>\u5f3a\u7406\u89e3\u529b\u3002<\/strong>\u4f46\u5904\u7406\u591a\u5143\u7d20\u7ec4\u5408\u6307\u4ee4&#8221;\u62bd\u9999\u70df + \u4e0e\u5973\u58eb\u4ea4\u8c08\u201d\u65f6\uff0c\u867d\u4e2d\u95f4\u8fc7\u7a0b\u77ed\u6682\u7b26\u5408\u8981\u6c42\uff0c\u6700\u7ec8\u8f93\u51fa\u5374\u5c06\u62bd\u70df\u4e3b\u4f53\u9519\u8bef\u6620\u5c04\u81f3\u5973\u58eb\uff0c\u591a\u4e3b\u4f53\u4ea4\u4e92\u573a\u666f\u7684\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u5dee\uff0c\u751f\u6210\u7684\u52a8\u4f5c\u4e0e\u4e3b\u4f53\u4e0d\u76f8\u7b26\uff0c\u591a\u5bf9\u8c61\u4ea4\u4e92\u573a\u666f\u7684<strong>\u8bed\u4e49\u4e00\u81f4\u6027\u8f83\u5dee\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 7\uff1a\u8499\u5a1c\u4e3d\u838e\u7684\u5fae\u7b11\u8fd9\u5e45\u753b\uff0c\u8ba9\u8499\u5a1c\u4e3d\u838e\u7528\u624b\u6321\u4f4f\u5634\u54ed\u6ce3<\/strong><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"428\" src=\"blob:http:\/\/www.applicationsofllm.com\/1afc259c-b4d8-464f-9f8a-2c71f3579369\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">prompt \u4e2d\u524d\u534a\u53e5\u53ef\u4ee5\u6ee1\u8db3\uff0c\u753b\u9762\u7684\u8fd8\u539f\u5ea6\u8f83\u9ad8\uff0c\u8f93\u5165prompt\u7684\u540e\u534a\u53e5\u53ef\u4ee5\u770b\u5230\u773c\u6cea\u7684\u75d5\u8ff9\uff0c\u867d\u7136\u8bed\u4e49\u4e0a\u53ef\u4ee5\u5bf9\u9f50\uff0c\u4f46\u4e0e\u73b0\u5b9e\u5e76\u4e0d\u76f8\u7b26\uff0c\u54ed\u6ce3\u65f6\u7684\u8868\u60c5\u4ecd\u5728\u5fae\u7b11\uff0c<strong>\u6ca1\u6709\u7ed3\u5408\u73b0\u5b9e\u56e0\u7d20\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 8\uff1a\u5bcc\u58eb\u5c71\u4e0b\u7684\u6a31\u82b1\u6811\u6797\uff0c\u8d85\u6e05\uff0c\u771f\u5b9e\u6444\u5f71<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"348\" src=\"blob:http:\/\/www.applicationsofllm.com\/5a744fba-4a11-4a95-93f5-027b5087a7f1\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5f20\u56fe\u7684\u751f\u6210\u6548\u679c\u8f83\u597d\uff0c\u753b\u9762\u7684\u771f\u5b9e\u5ea6\u975e\u5e38\u9ad8\uff0c\u753b\u9762\u6784\u6210\u4e5f\u7b26\u5408\u9700\u6c42\uff0c\u5b8c\u6210\u5ea6\u5f88\u9ad8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 9\uff1a\u7528\u5f88\u591a\u6735\u7ea2\u73ab\u7470\u7f16\u7ec7\u800c\u6210\u7684\u4e0a\u6d77\u6b66\u5eb7\u5927\u697c\uff0c\u8fd9\u662f\u4e00\u5ea7\u5efa\u572830\u00b0\u9510\u89d2\u7684\u8def\u53e3\u4e0a\uff0c\u697c\u8eab\u72ed\u957f\u50cf\u4e00\u8258\u8f6e\u8239\uff0c\u91c7\u7528\u6cd5\u56fd\u6587\u827a\u590d\u5174\u5f0f\u5efa\u7b51\u98ce\u683c\uff0c\u5899\u4e0a\u6709\u4e00\u4e2aLED\u5c4f\uff0c\u5c55\u793a\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u7684\u5b57\u6837\uff0c\u8857\u9053\u4e0a\u5f88\u591a\u884c\u4eba\uff0c\u655e\u7bf7\u8dd1\u8f66\u5728\u7b49\u7ea2\u7eff\u706f\uff0c\u80cc\u666f\u662f\u4e0a\u6d77\u7684\u8001\u5efa\u7b51\uff0c\u5929\u7a7a\u683c\u5916\u6674\u6717\uff0c\u80fd\u770b\u5230\u592a\u9633\u5149<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"409\" src=\"blob:http:\/\/www.applicationsofllm.com\/9bcb5028-fcc9-4deb-bfd7-c7d01abf1bfe\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u6ee1\u8db3 prompt \u63d0\u5230\u7684\u201c\u884c\u4eba\u3001\u8dd1\u8f66\u3001\u7ea2\u7eff\u706f\u3001\u8001\u5efa\u7b51\u201d\u7b49\u5143\u7d20\uff0c\u4f46<strong>\u4e0d\u7b26\u5408\u5e38\u8bc6<\/strong>\uff0c\u5bf9\u4e0a\u6d77\u8457\u540d\u5730\u6807\u4e0d\u6e05\u695a\uff0c\u751f\u6210\u7684\u5185\u5bb9\u56fe\u6587\u4e0d\u7b26\uff0cLED\u5c4f\u5185\u5bb9\u663e\u793a\u4e0d\u6e05\u695a\uff0c\u5b58\u5728\u660e\u663e\u5b57\u7b26\u7578\u5f62\u3002tips\uff1a\u5982\u679c\u9047\u5230\u753b\u9762\u6ca1\u6709\u53d8\u5316\u65f6\uff0c\u53ef\u4ee5\u70b9\u51fb\u753b\u8d28\u4f18\u5316\uff0c\u4e5f\u53ef\u4ee5\u8d77\u5230\u5237\u65b0\u7684\u4f5c\u7528\u3002<img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"78\" src=\"blob:http:\/\/www.applicationsofllm.com\/3d84be10-5450-48a2-93e5-7bc7944b5afe\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.2.2 \u6709\u53c2\u8003\u56fe\u7c7b\u578b<\/strong>\u4e3a\u4e86\u7ed9\u5927\u5bb6\u5bf9\u6bd4\u6d4b\u8bd5\u6709\u65e0\u53c2\u8003\u56fe\uff0c\u5bf9\u6a21\u578b\u751f\u6210\u56fe\u50cf\u7684\u5f71\u54cd\uff0c\u6211\u4eec\u4ecd\u9009\u7528\u4e86\u4e0a\u8ff0prompt9\u7684\u5185\u5bb9\uff0c\u7d27\u63a5\u7740\u5c06\u6b66\u5eb7\u5927\u697c\u7684\u53c2\u8003\u56fe\u4e0a\u4f20\uff0c\u770b\u770b\u6548\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 1\uff1a\u7528\u5f88\u591a\u6735\u7ea2\u73ab\u7470\u7f16\u7ec7\u800c\u6210\u7684\u4e0a\u6d77\u6b66\u5eb7\u5927\u697c\uff0c\u8fd9\u662f\u4e00\u5ea7\u5efa\u572830\u00b0\u9510\u89d2\u7684\u8def\u53e3\u4e0a\uff0c\u697c\u8eab\u72ed\u957f\u50cf\u4e00\u8258\u8f6e\u8239\uff0c\u91c7\u7528\u6cd5\u56fd\u6587\u827a\u590d\u5174\u5f0f\u5efa\u7b51\u98ce\u683c\uff0c\u5899\u4e0a\u6709\u4e00\u4e2aLED\u5c4f\uff0c\u5c55\u793a\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u7684\u5b57\u6837\uff0c\u8857\u9053\u4e0a\u5f88\u591a\u884c\u4eba\uff0c\u655e\u7bf7\u8dd1\u8f66\u5728\u7b49\u7ea2\u7eff\u706f\uff0c\u80cc\u666f\u662f\u4e0a\u6d77\u7684\u8001\u5efa\u7b51\uff0c\u5929\u7a7a\u683c\u5916\u6674\u6717\uff0c\u80fd\u770b\u5230\u592a\u9633\u5149<\/strong><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"246\" src=\"blob:http:\/\/www.applicationsofllm.com\/55904d5d-82da-4281-9143-c11c52456a89\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u770b\u51fa\uff0c\u6709\u4e86\u53c2\u8003\u56fe\uff0c\u8f6e\u5ed3\u548c\u5efa\u7b51\u98ce\u683c\u4e0a\u81f3\u5c11\u4f1a\u76f8\u4f3c\u51e0\u5206\uff0c\u4f46\u5f62\u72b6\u548c\u6837\u5f0f\u5374\u76f8\u53bb\u751a\u8fdc\uff0c\u5c11\u90e8\u5206\u5185\u5bb9\u6309\u7167 prompt \u751f\u6210\uff1b\u540c\u65f6\uff0c\u70b9\u51fb\u53c2\u8003\u8f6e\u5ed3\u4f1a\u6bd4\u53c2\u8003\u4e3b\u4f53\u7684\u6784\u56fe\u66f4\u8d34\u8fd1\u539f\u56fe\uff0c\u4f46\u6574\u4f53\u6765\u770b\u90fd\u6ca1\u6709\u6309\u7167 prompt \u7684\u9700\u6c42\u6765\u751f\u6210\uff0c\u6574\u4f53<strong>\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u8f83\u5dee\uff0c<\/strong>\u751f\u6210\u56fe\u7247\u8d28\u91cf\u4e0d\u9ad8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 2 \uff1a\u6309\u7167\u53c2\u8003\u56fe\u7247\u7684\u98ce\u683c\uff0c\u751f\u6210\u4e00\u4e2a\u90fd\u5e02\u5973\u767d\u9886\u559d\u5496\u5561\u7684\u7167\u7247<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b64\u6b21\u6211\u4eec\u7ed9\u5230\u53c2\u8003\u56fe\uff0c\u4e3a\u5bab\u5d0e\u9a8f\u98ce\u683c\uff0c\u4f46\u662f prompt \u5e76\u6ca1\u6709\u660e\u786e\u8bf4\u660e\u662f\u201c\u5bab\u5d0e\u9a8f\u98ce\u683c\u201d\uff0c\u9700\u8981\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u81ea\u5df1\u8bc6\u522b<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3002<img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"328\" src=\"blob:http:\/\/www.applicationsofllm.com\/c051eff6-454d-4d7a-92a1-61149b9df85a\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b \u5728\u827a\u672f\u98ce\u683c\u8fc1\u79fb\u6d4b\u8bd5\u4e2d\u663e\u73b0\u6280\u672f\u77ed\u677f\uff1a\u5f53\u8f93\u5165\u6307\u4ee4\u660e\u786e\u8981\u6c42<strong>&#8220;\u5bab\u5d0e\u9a8f\u98ce\u683c&#8221;<\/strong>\u5e76\u7ec6\u5316\u573a\u666f\u63cf\u8ff0\u540e\uff0c\u8f93\u51fa\u56fe\u50cf\u4ecd\u672a\u80fd\u5448\u73b0\u8be5\u98ce\u683c\u6807\u5fd7\u6027\u7279\u5f81\u3002\u6d4b\u8bd5\u8868\u660e\uff0c\u5f53\u524d\u7248\u672c\u5bf9\u827a\u672f\u98ce\u683c\u5173\u952e\u8bcd\u7684\u8bed\u4e49\u89e3\u6790\u5b58\u5728\u8868\u5c42\u5316\u95ee\u9898\uff0c\u4e14\u5728\u590d\u5408\u6307\u4ee4\uff08<strong>\u98ce\u683c\u5b9a\u4e49+\u751f\u7269\u7279\u5f81+\u7a7a\u95f4\u903b\u8f91<\/strong>\uff09\u53e0\u52a0\u573a\u666f\u4e0b\uff0c\u751f\u6210\u7cfb\u7edf\u96be\u4ee5\u6709\u6548\u534f\u8c03\u591a\u7ef4\u5ea6\u53c2\u6570\uff0c\u5bfc\u81f4\u6838\u5fc3\u8981\u7d20\u4e22\u5931\u6216\u98ce\u683c\u8868\u8fbe\u5931\u771f\u3002<img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"347\" src=\"blob:http:\/\/www.applicationsofllm.com\/d08f1fb5-575d-4ece-b0be-51b05bfc7d71\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u6b21\u6211\u4eec\u5728 prompt \u4e2d\uff0c\u6307\u51fa\u4e86\u53c2\u8003\u56fe\u4e3a\u5bab\u5d0e\u9a8f\u98ce\u683c\uff0c\u751f\u6210\u7684\u753b\u9762\u7b26\u5408\u6211\u4eec\u7684\u9700\u6c42\uff0c\u751f\u6210\u7684\u90fd\u5e02\u5973\u6027\u662f\u201c\u5bab\u5d0e\u9a8f\u98ce\u683c\u201d\u7684\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.3 \u5b9e\u65f6\u7ed8\u753b\u677f\u8bc4\u6d4b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6765\u5230\u5b9e\u65f6\u7ed8\u753b\u677f\u533a\u57df\uff0c\u5de6\u8fb9\u662f\u4f60\u7684\u521b\u610f\u753b\u677f\uff0c\u53f3\u8fb9\u5c31\u662f\u5b9e\u65f6\u751f\u56fe\u7684\u533a\u57df\uff0c<strong>\u7ed8\u753b\u677f\u56fe\u7247\u7684\u751f\u6210\u901f\u5ea6\u6162\u4e8e\u5b9e\u65f6\u6587\u751f\u56fe<\/strong>\uff0c\u4e0d\u8fc7\u8fd8\u662f\u53ef\u4ee5\u63a5\u53d7\u7684\u3002\u8fd9\u91cc\u4f9d\u65e7\u5c06\u4ece<strong>\u65e0\u53c2\u8003\u56fe<\/strong>\u548c<strong>\u6709\u53c2\u8003\u56fe<\/strong>&nbsp;\u4e24\u4e2a\u65b9\u5411\u8fdb\u884c\u8bc4\u6d4b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.3.1 \u65e0\u53c2\u8003\u56fe\u7c7b\u578b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9e\u65f6\u7ed8\u753b\u677f\u7684\u4f7f\u7528\uff0c\u53ef\u4ee5\u5148\u5728\u5de6\u8fb9\u624b\u7ed8\u53c2\u8003\u56fe\uff0c\u4e0b\u65b9\u8f93\u5165 prompt\uff0c\u5728\u53f3\u4fa7\u751f\u6210\u56fe\u7247\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 1\uff1a\u4e24\u4e2a\u751f\u65e5\u86cb\u7cd5\uff0c\u4e0a\u9762\u90fd\u6709\u4e24\u652f\u8721\u70db<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"333\" src=\"blob:http:\/\/www.applicationsofllm.com\/b391b1a4-c290-4eb2-914e-a111b9c54a76\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u4e00\u4e2a\u57fa\u7840\u7684\u7ed8\u753b\u95ee\u9898\uff0c\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u751f\u6210\u4e86\u4e24\u4e2a\u751f\u65e5\u86cb\u7cd5\uff0c\u5f88\u660e\u663e\uff0c\u7ed8\u753b\u677f\u4e0a\u5de6\u4fa7\u662f\u4e00\u4e2a\u5355\u5c42\u86cb\u7cd5\uff0c\u53f3\u4fa7\u662f\u4e00\u4e2a\u53cc\u5c42\u86cb\u7cd5\uff0c\u800c\u751f\u6210\u4e86\u4e24\u4e2a\u86cb\u7cd5\uff0c\u5747\u4e3a\u5355\u5c42\u86cb\u7cd5\uff0c\u5bf9\u66f4\u7ec6\u8282\u7684\u5c42\u6b21\u6570\u91cf\u4e0a\u8fd8\u65e0\u6cd5\u6ee1\u8db3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 2\uff1a\u4e09\u9897\u6d41\u661f\u5212\u8fc7\u5730\u7403\u4e0a\u7a7a\uff0c\u65c1\u8fb9\u6709\u4e00\u4e2a\u5c0f\u98de\u789f<\/strong><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"332\" src=\"blob:http:\/\/www.applicationsofllm.com\/d5eadab7-3f55-424f-8fa4-f34694abd50e\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6b64\u6848\u4f8b\u4e2d\uff0c\u56fe\u7247\u7684\u751f\u6210\u6548\u679c\u5c1a\u53ef\uff0c\u9887\u6709\u201c\u5927\u7247\u611f\u201d\uff0c\u4f46\u4e5f\u5b58\u5728\u4e25\u91cd\u7684\u95ee\u9898\uff0cprompt\u4e2d\u8981\u6c42\u4e09\u9897\u6d41\u661f\u3001\u4e00\u4e2a\u98de\u789f\uff0c\u56fe\u7247\u4e2d\u5374\u51fa\u73b0\u4e86\u56db\u9897\u6d41\u661f\uff0c\u4e24\u4e2a\u98de\u789f\u3002\u8bf4\u660e\u6a21\u578b\u5bf9\u201c\u6570\u5b57\u201d\u638c\u63e1\u7684\u4e0d\u597d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 3\uff1a\u53e4\u88c5\u7537\u5973\u4e3b\u76f8\u5bf9\u7ad9\u7acb\uff0c\u6df1\u60c5\u671b\u7740\u5f7c\u6b64\uff0c\u80cc\u666f\u4e3a\u53e4\u4ee3\u57ce\u5899<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"472\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-203-1024x472.png\" alt=\"\" class=\"wp-image-1441\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-203-1024x472.png 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-203-300x138.png 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-203-768x354.png 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-203.png 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210\u7684\u56fe\u7247\u57fa\u672c\u5305\u542b\u5de6\u4fa7\u753b\u677f\u4e2d\u7684\u5143\u7d20\uff0c\u901a\u8fc7\u4eba\u7269\u7684\u6837\u8c8c\u4e0e\u7a7f\u7740\u53ef\u521d\u6b65\u8ba4\u4e3a\u662f\u5728\u4e2d\u6b27\u65f6\u671f\uff0c\u80cc\u666f\u7684\u57ce\u5899\u672a\u6309\u7167\u753b\u677f\u5185\u5bb9\u5b8c\u5168\u663e\u793a\uff0c\u5728\u539f\u59cb\u7ed8\u56fe\u7ec6\u8282\u8fd8\u539f\u4e0a\u5b58\u5728\u4e00\u5b9a\u7684\u7455\u75b5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 4\uff1a\u591c\u665a\u7684\u96ea\u5c71\u5168\u666f\uff0c\u96ea\u5c71\u4e0b\u662f\u4e00\u7247\u96ea\u5730\uff0c\u94f6\u6cb3\u6a2a\u8de8\u5929\u9645\uff0c\u5c71\u5dc5\u8986\u76d6\u79ef\u96ea\uff0c\u5929\u4e0a\u6709\u4e91\u6735\uff0c\u4e91\u6735\u88ab\u6708\u5149\u67d3\u6210\u6de1\u7d2b\u8272\uff0c\u9ad8\u6e05\uff0c \u5199\u5b9e\u98ce\u683c<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"174\" src=\"blob:http:\/\/www.applicationsofllm.com\/c7087f6f-8a11-4434-b804-af0b406dfd17\" alt=\"\u56fe\u7247\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5728\u751f\u6210\u5199\u5b9e\u56fe\u65f6\uff0c\u65e0\u6cd5\u6309\u7167\u63cf\u8ff0100%\u5bf9\u5e94<\/strong>\uff0c\u5f53\u56fe\u7247\u5f3a\u5ea6\u4e3a100\u65f6\uff0c\u5c31\u5b8c\u5168\u6309\u7167\u6240\u63cf\u7ed8\u7684\u56fe\u753b\u5f62\u6210\u53f3\u4fa7\u5185\u5bb9\uff0c\u4f46\u5185\u5bb9\u5e26\u6709\u52a8\u6f2b\u611f\uff1b\u540c\u65f6\u964d\u4f4e\u56fe\u7247\u5f3a\u5ea6\u5c31\u4f1a\u51cf\u5f31\u5bf9\u753b\u677f\u5185\u5bb9\u7684\u4f9d\u8d56\uff0c\u66f4\u591a\u7684\u53c2\u8003\u6587\u672c\u5185\u5bb9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>prompt 5\uff1a\u82f9\u679c\u54c1\u724c\u7684logo\u662f\u4e00\u4e2a\u88ab\u54ac\u4e86\u4e00\u53e3\u7684\u82f9\u679c\uff0c\u7528\u540c\u6837\u7684\u89c4\u5f8b\u751f\u6210\u4e00\u5f20&#8221;\u9999\u8549\u54c1\u724c&#8221;\u7684logo<\/strong>\u817e\u8baf\u6df7\u5143\u56fe\u50cf 2.0 \u6a21\u578b\u7684\u5b9e\u65f6\u7ed8\u753b\u677f\uff0c\u4e5f\u65e0\u6cd5\u5b9e\u73b0&#8221;\u9999\u8549\u54c1\u724c&#8221;\u7684logo\u3002<strong>\u53ea\u80fd\u5bf9\u9488\u5bf9\u753b\u677f\u7684\u5185\u5bb9\u8fdb\u884c\u751f\u56fe\uff0c\u65e0\u6cd5\u751f\u6210\u521b\u610f\u7c7b\u7684\u8bbe\u8ba1\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2.3.2\u6709\u53c2\u8003\u56fe\u7c7b\u578b<\/strong><\/p>\n\n\n\n<p 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