{"id":6462,"date":"2025-03-21T17:32:59","date_gmt":"2025-03-21T09:32:59","guid":{"rendered":"https:\/\/witology.com.tw\/?p=6462"},"modified":"2025-12-29T15:40:09","modified_gmt":"2025-12-29T07:40:09","slug":"%e4%b8%89%e6%9c%88_ai%e6%a8%a1%e5%9e%8b%e5%b0%88%e9%a1%8c%ef%bd%9c%e5%a4%a7%e8%aa%9e%e8%a8%80%e6%a8%a1%e5%9e%8b%e7%9a%84%e9%81%8b%e4%bd%9c%e3%80%81%e6%a5%b5%e9%99%90%e8%88%87%e7%aa%81%e7%a0%b4-2","status":"publish","type":"post","link":"https:\/\/witology.com.tw\/en\/post\/6462\/","title":{"rendered":"March_AI Modeling\uff5cOperation, Limits and Breakthroughs of Big Language Models(Next)"},"content":{"rendered":"<p><strong>Author: Mr. Lin Weizhi, Executive Vice President, Ji-Pu Industrial Trend Research Institute<\/strong><\/p>\n<p>OpenAI's O-series models, DeepSeek R1\/R1 zero, and xAI's recently launched Grok 3 are all equipped with reasoning capabilities, but according to KOLs and related papers on the Internet, we can still speculate on their core technologies and design concepts:<\/p>\n<ul>\n<li>Adding Reinforcement Learning to the original Pretraining process in LLM.<\/li>\n<li>In the final Inference Model (Inference Model) also added Reinforcement Learning (Reinforcement Learning) and Monte Carlo Tree Search (MCTS), etc., mainly to enhance or improve the test computing resources (Test-Time Compute).<\/li>\n<\/ul>\n<p>In terms of end-inference users, the core mechanism of O3 is modeled in the<div class=\"su-members\" style=\"background-color:#ffffff;border-color:#cccccc;color:#666666\">For more details, please register or log in.<a href=\"\/log-in\/\">Member Login<\/a>.<\/div>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1a\u667a\u749e\u7522\u696d\u8da8\u52e2\u7814\u7a76\u6240\u57f7\u884c\u526f\u7e3d \u6797\u5049\u667a \u800c\u76ee\u524dOpenAI\u7684O\u7cfb\u5217\u6a21\u578b\u3001DeepSeek R1\/R1 zer [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":6459,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"rank_math_title":"","rank_math_description":"\u800c\u76ee\u524dOpenAI\u7684O\u7cfb\u5217\u6a21\u578b\u3001DeepSeek R1\/R1 zero\uff0c\u53ca\u8fd1\u671fxAI\u63a8\u51fa\u7684\"Grok 3\"\u7686\u5177\u5099\u63a8\u7406\u80fd\u529b\uff08Reasoning\uff09\uff0c\u4e0d\u904e\u6839\u64da\u7db2\u8def\u4e0a\u7684KOL\u53ca\u76f8\u95dc\u8ad6\u6587\u5206\u6790\uff0c\u4ecd\u53ef\u63a8\u6e2c\u5176\u6838\u5fc3\u6280\u8853\u8207\u8a2d\u8a08\u7406\u5ff5 \u5c07\u539f\u672c\u5927\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\u4e2d\u7684\u9810\u8a13\u7df4\uff08Pretraining\uff09","rank_math_focus_keyword":"Grok 3","rank_math_robots":null,"footnotes":""},"categories":[52],"tags":[],"class_list":["post-6462","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech"],"_links":{"self":[{"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/posts\/6462","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/comments?post=6462"}],"version-history":[{"count":2,"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/posts\/6462\/revisions"}],"predecessor-version":[{"id":7065,"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/posts\/6462\/revisions\/7065"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/media\/6459"}],"wp:attachment":[{"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/media?parent=6462"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/categories?post=6462"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/witology.com.tw\/en\/wp-json\/wp\/v2\/tags?post=6462"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}