{"id":12646,"date":"2025-03-05T16:20:15","date_gmt":"2025-03-05T08:20:15","guid":{"rendered":"https:\/\/ihower.tw\/blog\/?p=12646"},"modified":"2025-07-04T07:38:40","modified_gmt":"2025-07-03T23:38:40","slug":"aie-enigma-eval","status":"publish","type":"post","link":"https:\/\/ihower.tw\/blog\/12646-aie-enigma-eval","title":{"rendered":"\u611b\u597d AI Engineer \u96fb\u5b50\u5831 \ud83d\ude80 \u6069\u5c3c\u683c\u746a\u8a55\u4f30 #24"},"content":{"rendered":"\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/listmonk.aihao.tw\/uploads\/enigma_zYXman.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>Hello! \u5404\u4f4d AI \u958b\u767c\u8005\u5927\u5bb6\u597d \ud83d\udc4b<\/p>\n\n\n\n<p>\u6211\u662f ihower\uff0c\u8fd1\u671f\u4e5f\u662f\u65b0\u6a21\u578b\u9f4a\u767c\uff0c\u5305\u62ec Authropic \u9996\u500b\u63a8\u7406\u6a21\u578b <a href=\"https:\/\/www.anthropic.com\/news\/claude-3-7-sonnet\">Sonnet 3.7<\/a>\u3001Elon Musk \u7684 <a href=\"https:\/\/x.ai\/blog\/grok-3\">Grok 3<\/a>\u3001OpenAI \u91cb\u51fa\u53ef\u80fd\u662f\u53c3\u6578\u91cf\u6700\u5927\u53c8\u6700\u6602\u8cb4\u7684 <a href=\"https:\/\/openai.com\/index\/introducing-gpt-4-5\/\">GPT-4.5<\/a>\uff0c\u9023 <a href=\"https:\/\/x.com\/sama\/status\/1889755723078443244\">GPT-5 \u8def\u7dda<\/a> \u90fd\u9810\u544a\u4e86\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd1d <a href=\"https:\/\/www.youtube.com\/watch?v=IrByFa_E8s8\">AI \u5927\u795e\u514d\u8cbb\u6559\u4f60\u751f\u6d3b\u7528 AI\uff0c\u5165\u9580\u5be6\u4f8b\u89e3\u6790\u4e92\u52d5\u6280\u5de7\u3001\u5de5\u5177\u4f7f\u7528\u3001\u6a94\u6848\u8655\u7406\uff0c\u5e36\u4f60\u5feb\u901f\u638c\u63e1LLM\u61c9\u7528\uff01<\/a><\/h3>\n\n\n\n<p>\u5927\u795e Andrej Karpathy (\u524d OpenAI \u5171\u540c\u5275\u8fa6\u4eba\u3001\u7279\u65af\u62c9\u4eba\u5de5\u667a\u6167\u7e3d\u76e3) \u53c8\u9304\u4e86\u4e00\u500b\u514d\u8cbb\u53c8\u89aa\u5207\u7684\u5169\u5c0f\u6642\u5165\u9580\u5f71\u7247\uff0c\u5206\u4eab\u4ed6\u5982\u4f55\u4f7f\u7528 ChatGPT\uff0c\u5305\u62ec\u63a8\u7406\u6a21\u578b\u4ecb\u7d39\u3001\u5404\u7a2e\u642d\u914d\u7684\u5de5\u5177\u4ecb\u7d39\u3001\u591a\u6a21\u614b\u6a21\u578b\u4ecb\u7d39\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u5f71\u7247\u9069\u5408\u4e00\u822c\u521d\u5b78\u8005\u7279\u5225\u662f AI \u5c0f\u767d\uff0c\u9019\u88e1\u611f\u6069 <a href=\"https:\/\/www.facebook.com\/hinet\/posts\/10161396072858318\">Fox \u5927\u5927<\/a>\u7ffb\u8b6f\u7e41\u9ad4\u4e2d\u6587\u5b57\u5e55\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udde0 <a href=\"https:\/\/scale.com\/leaderboard\/enigma_eval\">\u6069\u5c3c\u683c\u746a\u8a55\u4f30 EnigmaEval<\/a><\/h3>\n\n\n\n<p>\u5728<a href=\"https:\/\/scale.com\/leaderboard\/humanitys_last_exam\">\u4eba\u985e\u7684\u6700\u5f8c\u8003\u8a66<\/a>\u4e4b\u5f8c\uff0cScale AI \u53c8\u767c\u4e86\u4e00\u500b\u8d85\u731b\u7684 EnigmaEval \u6069\u5c3c\u683c\u746a\u8a55\u4f30 \ud83e\udde9 (\u547d\u540d\u60f3\u4f86\u51fa\u81ea\u4e8c\u6230\u6642\u7684\u6069\u5c3c\u683c\u746a\u5bc6\u78bc\u6a5f)<\/p>\n\n\n\n<p>\u9019\u662f\u4e00\u500b\u4f86\u81ea\u5168\u7403\u8b0e\u984c\u4f5c\u5bb6\u548c\u904a\u6232\u5927\u5e2b\u7684\u539f\u5275\u8907\u96dc\u554f\u984c\uff0c\u89e3\u8b0e\u9700\u8981\u5275\u9020\u6027\u7684\u554f\u984c\u89e3\u6c7a\u80fd\u529b\uff0c\u4ee5\u53ca\u5728\u6578\u5b78\u3001\u908f\u8f2f\u63a8\u7406\u3001\u6587\u5316\u77e5\u8b58\u3001\u8a9e\u8a00\u64cd\u4f5c\u7b49\u591a\u500b\u9818\u57df\u4e2d\u7d9c\u5408\u8cc7\u8a0a\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u5171\u6709 1184 \u500b\u591a\u6a21\u614b\u8b0e\u984c\u975e\u5e38\u8271\u96e3\uff0c\u4e00\u7fa4\u4eba\u9700\u8981\u82b1\u4e0a\u5e7e\u500b\u5c0f\u6642\u751a\u81f3\u5e7e\u5929\u7684\u6642\u9593\u624d\u80fd\u89e3\u7b54\u3002<\/p>\n\n\n\n<p>\u76ee\u524d\u6240\u6709\u9802\u7d1a\u6a21\u578b\u5728 Hard set \u4e0a\u7684\u5f97\u5206\u70ba 0%\uff0c\u5728 Normal set \u4e0a\u7684\u5f97\u5206\u5c0f\u65bc 10%\u3002\u7e3d\u5206\u6700\u9ad8\u5206\u662f o1 \u7684 5.65%\uff0c\u7136\u5f8c\u662f Gemini 2.0 Flash Thinking 1.1%\uff0c\u5176\u4ed6\u6a21\u578b\u90fd\u5728 1% \u4ee5\u4e0b\u4e86\u2026.<br>\u5927\u5bb6\u6703\u60f3\u77e5\u9053\u7684 DeepSeek R1 \u8ddf OpenAI o3-mini \u56e0\u70ba\u4e0d\u652f\u63f4\u591a\u6a21\u614b\uff0c\u4e0d\u6703\u770b\u5716\u7247\uff0c\u6240\u4ee5\u5c31\u6c92\u8fa6\u6cd5\u53c3\u52a0\u9019\u500b benchmark \u4e86\u3002<\/p>\n\n\n\n<p>\u66f4\u591a\u8a0e\u8ad6\u5728\u6211 <a href=\"https:\/\/www.facebook.com\/ihower\/posts\/10162053415968971\">Facebook<\/a> \u8cbc\u6587\u3002<\/p>\n\n\n\n<!--more-->\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udc4d <a href=\"https:\/\/platform.openai.com\/docs\/guides\/reasoning-best-practices\">Reasoning Model \u7684 Prompt \u6700\u4f73\u5be6\u52d9<\/a><\/h3>\n\n\n\n<p>\u9019\u662f OpenAI API \u65b0\u653e\u51fa\u4f86\u7684 <a href=\"https:\/\/platform.openai.com\/docs\/guides\/reasoning-best-practices\">Reasoning best practices<\/a> \u6587\u4ef6\uff0c\u6bd4\u8f03\u4e86\u63a8\u7406\u6a21\u578b\u8207\u50b3\u7d71 GPT \u7684\u5dee\u7570\uff0c\u63d0\u4f9b\u6848\u4f8b\uff0c\u4ee5\u53ca\u5982\u4f55\u6709\u6548\u4e0b Prompt \u7d66\u63a8\u7406\u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u5fae\u8edf\u4e5f\u8cbc\u4e86\u4e00\u7bc7\u9577\u6587 <a href=\"https:\/\/techcommunity.microsoft.com\/blog\/azure-ai-services-blog\/prompt-engineering-for-openai%E2%80%99s-o1-and-o3-mini-reasoning-models\/4374010\">Prompt Engineering for OpenAI\u2019s O1 and O3-mini Reasoning Models<\/a> \u5206\u4eab\u5982\u4f55\u5c0d o1 \u548c o3-mini \u505a\u63d0\u793a\u5de5\u7a0b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udcda <a href=\"https:\/\/arxiv.org\/abs\/2411.02959v2\">HtmlRAG: \u7528 HTML \u6bd4\u7d14\u6587\u5b57\u66f4\u9069\u5408\u505aRAG<\/a><\/h3>\n\n\n\n<p>\u8981\u8b93 LLM \u8b80\u7db2\u9801\uff0c\u4e0d\u9700\u8981\u8ffd\u6c42\u8f49 Markdown \u683c\u5f0f\uff0c\u7528\u6e05\u7406\u5f8c\u7684 HTML \u9935\u7d66 LLM \u5927\u6a21\u578b\u6548\u679c\u66f4\u597d!<\/p>\n\n\n\n<p>\u5728 HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems \u9019\u7bc7 paper \u4e2d\uff0c\u8a55\u6e2c\u4e86\u7d14\u6587\u5b57\u683c\u5f0f\u3001Markdown \u548c HTML \u683c\u5f0f\uff0c\u767c\u73fe HTML \u66f4\u9069\u5408\u505a RAG\u3002\u9019\u662f\u56e0\u70ba HTML \u4fdd\u7559\u4e86\u539f\u59cb\u6587\u4ef6\u4e2d\u66f4\u8c50\u5bcc\u7684\u8a9e\u7fa9\u548c\u7d50\u69cb\u8cc7\u8a0a\uff0c\u76f8\u8f03\u7d14\u6587\u5b57\u53ef\u4ee5\u63d0\u4f9b\u66f4\u5b8c\u6574\u7684\u77e5\u8b58\u8108\u7d61\u200b\u3002<\/p>\n\n\n\n<p>\u7a0d\u5fae\u60f3\u60f3\u4e5f\u53ef\u4ee5\u7406\u89e3\uff0cLLM \u5728\u8a13\u7df4\u968e\u6bb5\u6642\u770b\u904e\u7684\u4e82\u4e03\u516b\u7cdf HTML\uff0c\u5f88\u53ef\u80fd\u6bd4 Markdown \u683c\u5f0f\u9084\u591a\u3002\u56e0\u6b64\u5b8c\u5168\u4e0d\u9700\u8981\u70ba\u4e86\u60f3\u8b93\u4eba\u985e\u6613\u8b80\uff0c\u5c31\u628a\u539f\u5148\u6709\u610f\u7fa9\u7684 HTML \u7d50\u69cb\u780d\u5149\u5149\u3002<\/p>\n\n\n\n<p>\u7576\u7136\uff0c\u76f4\u63a5\u7528\u539f\u59cb\u7684 HTML \u554f\u984c\u662f\u6709\u975e\u5e38\u591a\u7684 source code \u7684\u78ba\u662f\u591a\u9918\uff0c\u4f8b\u5982 CSS\u3001JavaScript \u7b49\u7b49\uff0c\u96dc\u8a0a\u5f88\u591a\u4e5f\u6d6a\u8cbb tokens\u3002\u56e0\u6b64\u9019\u7bc7 paper \u63d0\u51fa\u7684 HtmlRAG \u505a\u6cd5\u662f\u6703\u505a\u4e00\u4e9b\u6e05\u7406\uff0c\u5305\u62ec\u79fb\u9664 CSS\u3001\u79fb\u9664 Javascript\u3001\u79fb\u9664\u5197\u9577\u7684 HTML \u6a19\u7c64\u5c6c\u6027\uff0c\u9032\u4e00\u6b65\u5408\u4f75\u5197\u9918\u6a19\u7c64(\u4f8b\u5982, \u5408\u4f75\u5d4c\u5957\u7684 div \u6a19\u7c64) \u4f86\u7c21\u5316 HTML \u7d50\u69cb\u7b49\u7b49\u65b9\u5f0f\u3002\u6700\u5f8c\u7d50\u679c\u5728\u780d\u6389 94% tokens \u5f8c\uff0c\u4ecd\u7136\u4fdd\u6301\u5e7e\u4e4e\u662f\u8cc7\u8a0a\u7121\u640d\u7684\uff0c\u5728 RAG \u7684\u8868\u73fe\u6bd4 Markdown \u548c\u7d14\u6587\u5b57\u683c\u5f0f\u90fd\u597d\u3002<\/p>\n\n\n\n<p>\u9664\u4e86 Paper\uff0c\u4f5c\u8005\u4e5f\u6709\u516c\u958b<a href=\"https:\/\/github.com\/plageon\/HtmlRAG\/tree\/main\/toolkit\">\u5be6\u4f5c\u7a0b\u5f0f\u78bc<\/a>\uff0c\u66f4\u591a\u8a0e\u8ad6\u5728\u6211 <a href=\"https:\/\/www.facebook.com\/ihower\/posts\/10162035775833971\">Facebook<\/a> \u8cbc\u6587\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83c\udf1f <a href=\"https:\/\/www.youtube.com\/watch?v=IxkvVZua28k\">OpenAI \u548c Anthropic \u7684\u7522\u54c1 PM \u8a2a\u8ac7\u9304\u5f71<\/a><\/h3>\n\n\n\n<p>\u770b\u4e86 OpenAI \u8ddf Anthropic \u9996\u5e2d\u7522\u54c1\u5b98\u7684\u8a2a\u8ac7\uff0c\u6bd4\u8f03\u559c\u6b61 Anthropic \u7684 Mike Krieger\uff0c\u6df1\u523b\u5c55\u73fe\u5f9e\u7814\u7a76\u5230\u7522\u54c1\u7684\u6df1\u539a\u529f\u529b\u8ddf\u898b\u89e3\uff0c\u91d1\u53e5\u5f88\u591a\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u96a8\u624b\u6458\u9304 Mike \u7684\u4e00\u4e9b\u5167\u5bb9:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5230\u4e86 2024-2025 \u5e74\uff0c\u69cb\u5efa AI \u9a45\u52d5\u529f\u80fd\u7684\u7522\u54c1\u7d93\u7406\u7684\u5de5\u4f5c\u8d8a\u4f86\u8d8a\u50cf &#8220;\u7814\u7a76\u7522\u54c1\u7d93\u7406&#8221;\uff0c\u800c\u4e0d\u662f\u50b3\u7d71\u7684\u7522\u54c1\u7d93\u7406\u3002<\/li>\n\n\n\n<li>\u6211\u5011\u5167\u90e8\u6709\u5c08\u9580\u8ca0\u8cac\u6a21\u578b\u80fd\u529b\u548c\u958b\u767c\u7684&#8221;\u7814\u7a76\u7522\u54c1\u7d93\u7406&#8221;\uff0c\u4e5f\u6709\u8ca0\u8cac\u7522\u54c1\u754c\u9762\u7684\u7522\u54c1\u7d93\u7406\u548c API \u7522\u54c1\u7d93\u7406\u3002\u4f46\u6211\u5011\u6700\u7d42\u610f\u8b58\u5230\uff0c\u5230\u4e86 2024-2025 \u5e74\uff0c\u69cb\u5efa AI \u9a45\u52d5\u529f\u80fd\u7684\u7522\u54c1\u7d93\u7406\u7684\u5de5\u4f5c\u8d8a\u4f86\u8d8a\u50cf\u524d\u8005\u800c\u4e0d\u662f\u5f8c\u8005\u3002<\/li>\n\n\n\n<li>\u5f9e\u7522\u54c1\u7aef\u6c7a\u5b9a\u6295\u5165\u7684\u80fd\u529b\uff0c\u4e26\u8207\u7814\u7a76\u5718\u968a\u4e00\u8d77\u9032\u884c\u5fae\u8abf\u3002\u6bd4\u5982\u958b\u767c Cluade \u7684 Artifacts \u529f\u80fd\u6642\uff0c\u6211\u5011\u6295\u5165\u4e86\u5927\u91cf\u6642\u9593\u8207\u7814\u7a76\u5718\u968a\u5408\u4f5c\u2014\u2014\u6211\u60f3 OpenAI \u7684 Canvas \u4e5f\u662f\u4e00\u6a23\u7684\u6d41\u7a0b\uff0c\u5c0d\u5427\uff1f\u7e3d\u6703\u6709\u4e00\u500b\u5171\u540c\u8a2d\u8a08\u3001\u5171\u540c\u7814\u7a76\u3001\u5171\u540c\u5fae\u8abf\u7684\u904e\u7a0b\u3002\u9019\u4e5f\u662f\u5728\u9019\u5bb6\u516c\u53f8\u5de5\u4f5c\u3001\u5728\u9019\u88e1\u505a\u8a2d\u8a08\u7684\u4e00\u5927\u7279\u6b0a\u3002<\/li>\n\n\n\n<li>\u7814\u7a76\u7684\u76ee\u7684\u662f\u70ba\u4e86\u901a\u904e\u5b78\u7fd2\u7a4d\u7d2f\u7d93\u9a57\uff0c\u800c\u4e0d\u662f\u6bcf\u6b21\u90fd\u8981\u505a\u51fa\u5b8c\u7f8e\u7684\u53ef\u767c\u4f48\u7522\u54c1<\/li>\n\n\n\n<li>\u7de8\u5beb\u8a55\u4f30\u6a19\u6e96\u5c07\u6210\u70ba\u7522\u54c1\u7d93\u7406\u7684\u4e00\u9805\u6838\u5fc3\u6280\u80fd<\/li>\n\n\n\n<li>\u4e00\u500b\u88ab\u4f4e\u4f30\u7684\u6280\u80fd\u662f\u7528\u9019\u4e9b\u6a21\u578b\u4f86\u505a\u539f\u578b\u8a2d\u8a08\u3002\u6211\u5011\u6700\u512a\u79c0\u7684\u7522\u54c1\u7d93\u7406\u5c31\u662f\u9019\u9ebc\u505a\u7684\u3002\u638c\u63e1\u5982\u4f55\u4f7f\u7528 AI \u5de5\u5177\u4f86\u5feb\u901f\u88fd\u4f5c\u539f\u578b\uff0c\u6211\u8a8d\u70ba\u9019\u662f\u4e00\u9805\u975e\u5e38\u91cd\u8981\u7684\u6280\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u9664\u4e86\u5f71\u7247\uff0c\u4e5f\u6709<a href=\"https:\/\/www.iyiou.com\/news\/202411111082422\">\u9010\u5b57\u7a3f\u6574\u7406(\u7c21\u9ad4)<\/a>\u3002<br>\u66f4\u591a\u8a0e\u8ad6\u5728\u6211 <a href=\"https:\/\/www.facebook.com\/ihower\/posts\/10162016815928971\">Facebook<\/a> \u8cbc\u6587\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83c\udfaf <a href=\"https:\/\/www.youtube.com\/watch?v=eLXF0VojuSs\">\u5982\u4f55\u69cb\u5efa\u8a55\u4f30\u7cfb\u7d71: How to Construct Domain Specific LLM Evaluation Systems<\/a><\/h3>\n\n\n\n<p>\u9019\u662f\u53bb\u5e74 AI Engineer World&#8217;s Fair \u5927\u6703\u7684\u6f14\u8b1b\uff0c\u4ecb\u7d39\u4e86\u5982\u4f55\u5efa\u7acb\u6709\u6548\u7684 LLM \u8a55\u4f30\u7cfb\u7d71\u3002\u5efa\u8b70\u642d\u914d\u8b1b\u8005\u7684\u6587\u7ae0 <a href=\"https:\/\/hamel.dev\/blog\/posts\/evals\/\">Your AI Product Needs Evals<\/a> \u4e00\u8d77\u770b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udee0\ufe0f <a href=\"https:\/\/github.com\/anthropics\/anthropic-cookbook\/tree\/main\/patterns\/agents\">Building Effective Agents \u7684\u7bc4\u4f8b\u5be6\u4f5c<\/a><\/h3>\n\n\n\n<p>\u5728 <a href=\"https:\/\/ihower.tw\/blog\/archives\/12611\">\u4ee3\u7406\u4eba AI Agents \u7279\u8f2f #21<\/a>\u9019\u984c\u6211\u5927\u529b\u63a8\u85a6\u904e Anthropic \u7684\u9019\u7bc7 <a href=\"https:\/\/www.anthropic.com\/research\/building-effective-agents\">Building Effective Agents<\/a>\u3002\u9019\u7bc7\u6587\u7ae0\u5f88\u597d\u7684\u4ecb\u7d39\u4e86 Agent \u548c Agentic Workflow \u6a21\u5f0f\u3002<\/p>\n\n\n\n<p>\u5f8c\u7e8c\u793e\u7fa4\u4e5f\u6709\u975e\u5e38\u597d\u7684\u8ff4\u97ff\uff0c\u57fa\u65bc\u9019\u7bc7\u6587\u7ae0\u767c\u5c55\u51fa\u66f4\u5b8c\u6574\u7684\u5be6\u4f5c\u7bc4\u4f8b\uff0c\u5305\u62ec:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/github.com\/anthropics\/anthropic-cookbook\/tree\/main\/patterns\/agents\">Building Effective Agents Cookbook<\/a> Anthropic \u7684\u7bc4\u4f8b\u7a0b\u5f0f\u78bc<\/li>\n\n\n\n<li><a href=\"https:\/\/www.agentrecipes.com\/\">Agent Recipes<\/a> \u793e\u7fa4\u51fa\u7684 Recipes \u7bc4\u4f8b\u7a0b\u5f0f\u78bc<\/li>\n\n\n\n<li><a href=\"https:\/\/www.simple-ai.dev\/ai-agents\">AI Agents Workflows<\/a> \u793e\u7fa4\u51fa\u7684 Vercel AI SDK \u7bc4\u4f8b\u7a0b\u5f0f\u78bc<\/li>\n\n\n\n<li><a href=\"https:\/\/langchain-ai.github.io\/langgraph\/tutorials\/workflows\/\">LangGraph \u7bc4\u4f8b<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.youtube.com\/watch?v=LP5OCa20Zpg\">Tips for building AI agents \u4f5c\u8005\u7fa4\u7684\u8a2a\u8ac7\u9304\u5f71<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udcda <a href=\"https:\/\/jxnl.co\/writing\/2025\/01\/22\/10-foot-guns-in-fine-tuning-and-few-shots\/\">\u5fae\u8abf\u7684\u5341\u5927\u9677\u9631<\/a><\/h3>\n\n\n\n<p>Jason Liu \u5206\u4eab\u4e86\u5fae\u8abf LLM \u6642\u5e38\u898b\u7684\u81ea\u627e\u9ebb\u7169\u9677\u9631\uff0c\u505a\u5fae\u8abf\u9700\u8981\u624e\u5be6\u7684\u6a5f\u5668\u5b78\u7fd2\u77e5\u8b58\u548c\u5de5\u7a0b\u80fd\u529b\u624d\u80fd\u505a\u597d\u554a\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd0d <a href=\"https:\/\/gitingest.com\/\">Gitingest: Prompt-friendly codebase<\/a><\/h3>\n\n\n\n<p>\u770b\u5230\u60f3\u7814\u7a76\u7684 open source \u5c08\u6848\uff0c\u73fe\u5728\u53ef\u4ee5\u9019\u6a23\u505a:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7528 <a href=\"https:\/\/gitingest.com\">gitingest.com\/<\/a> \u5c07\u6574\u500b repo \u7684\u5168\u90e8\u7a0b\u5f0f\u78bc\uff0c\u8f49\u6210\u55ae\u4e00\u6587\u5b57\u5167\u5bb9<\/li>\n\n\n\n<li>\u628a\u5167\u5bb9\u5168\u90e8\u8cbc\u5230 ChatGPT \u6216 Claude \u4f86\u554f: \u300c\u8acb\u7814\u7a76\u4ee5\u4e0b\u7684 source code\uff0c\u8ddf\u6211\u8b1b\u89e3\u9019\u500b\u5c08\u6848\u7684 \u6838\u5fc3\u529f\u80fd\u8207\u76ee\u7684\u3001\u67b6\u69cb\u3001\u4e3b\u8981\u6d41\u7a0b\u3001\u7a0b\u5f0f\u78bc\u7279\u8272\u3001\u53ef\u80fd\u7684\u7f3a\u9ede\u548c\u6539\u9032\u7a7a\u9593\u300d<\/li>\n<\/ol>\n\n\n\n<p>\u66f4\u591a\u8a0e\u8ad6\u5728\u6211 <a href=\"https:\/\/www.facebook.com\/ihower\/posts\/10162065410633971\">Facebook<\/a> \u8cbc\u6587\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u2013 ihower<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hello! \u5404\u4f4d AI \u958b\u767c\u8005\u5927\u5bb6\u597d \ud83d\udc4b \u6211\u662f ihower\uff0c\u8fd1\u671f\u4e5f\u662f\u65b0\u6a21\u578b\u9f4a\u767c\uff0c\u5305\u62ec Authropic  &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/ihower.tw\/blog\/12646-aie-enigma-eval\" class=\"more-link\">\u95b1\u8b80\u5168\u6587<span class=\"screen-reader-text\">\u3008\u611b\u597d AI Engineer \u96fb\u5b50\u5831 \ud83d\ude80 \u6069\u5c3c\u683c\u746a\u8a55\u4f30 #24\u3009<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[91],"tags":[],"class_list":["post-12646","post","type-post","status-publish","format-standard","hentry","category-aie","entry"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p1q6tG-3hY","jetpack_sharing_enabled":true,"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/12646","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/comments?post=12646"}],"version-history":[{"count":2,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/12646\/revisions"}],"predecessor-version":[{"id":12692,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/posts\/12646\/revisions\/12692"}],"wp:attachment":[{"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/media?parent=12646"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/categories?post=12646"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ihower.tw\/blog\/wp-json\/wp\/v2\/tags?post=12646"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}