{
 "schema": "wakenex-x-hot-public.v1",
 "topic": "ai",
 "name": {
  "en": "AI Frontier",
  "zh": "AI 技术前沿"
 },
 "page": "https://wakenex.com/hot-on-x/ai/",
 "json": "https://wakenex.com/hot-on-x/ai/x-hot.json",
 "updated": "2026-11-02T13:02:10+07:00",
 "window_hours": 24.0,
 "items": {
  "en": [
   {
    "rank": 1,
    "lang": "en",
    "use": {
     "key": "howto",
     "en": "Practical tip",
     "zh": "实用技巧"
    },
    "url": "https://x.com/karpathy/status/2116957135661945283",
    "author": {
     "name": "Andrej Karpathy",
     "username": "karpathy",
     "url": "https://x.com/karpathy"
    },
    "posted_at": "2026-11-02T01:14:46+07:00",
    "summary_en": "Andrej Karpathy built HackerTube, a personal video recommendation tool that used Claude Opus 5.5 to filter 43 million Hacker News comments spanning 20 years down to 6,454 curated videos, taking about two hours to build.",
    "summary_zh": "Andrej Karpathy 分享周末项目 HackerTube：用 Claude Opus 5.5 筛选 HN 20 年、4300 万条评论，整理出 6454 个高质量视频推荐，耗时约 2 小时。",
    "metrics": {
     "like": 26462,
     "repost": 2191,
     "reply": 1100,
     "quote": 743,
     "bookmark": 23048,
     "impression": 1897232
    }
   },
   {
    "rank": 2,
    "lang": "en",
    "use": {
     "key": "view",
     "en": "Expert view",
     "zh": "专家观点"
    },
    "url": "https://x.com/emollick/status/2116987671939875319",
    "author": {
     "name": "Ethan Mollick",
     "username": "emollick",
     "url": "https://x.com/emollick"
    },
    "posted_at": "2026-11-02T03:16:07+07:00",
    "summary_en": "Ethan Mollick states that GPT-4 could handle four minutes of independent work at 50% success, while current models can sustain multiple weeks of work, and marks January 2026 as when agentic AI began delivering large productivity impacts beyond coding.",
    "summary_zh": "Ethan Mollick 称，GPT-4 仅能独立工作 4 分钟（成功率 50%），而当前模型可完成数周的工作；他将 2026 年 1 月视为 AI 代理工作产生实质影响的起点。",
    "metrics": {
     "like": 426,
     "repost": 16,
     "reply": 103,
     "quote": 4,
     "bookmark": 70,
     "impression": 20995
    }
   },
   {
    "rank": 3,
    "lang": "en",
    "use": {
     "key": "release",
     "en": "New release",
     "zh": "新品发布"
    },
    "url": "https://x.com/amasad/status/2116998155925360965",
    "author": {
     "name": "Amjad Masad",
     "username": "amasad",
     "url": "https://x.com/amasad"
    },
    "posted_at": "2026-11-02T03:57:46+07:00",
    "summary_en": "Amjad Masad says Replit now offers a toggle to enable a feedback widget on user sites, where visitor feedback is automatically converted into prompts for AI agents to act on.",
    "summary_zh": "Amjad Masad 介绍 Replit 新功能：开启\"反馈组件\"后，用户在网站上的反馈会自动转化为 AI 代理的构建提示。",
    "metrics": {
     "like": 160,
     "repost": 8,
     "reply": 62,
     "quote": 4,
     "bookmark": 56,
     "impression": 14210
    }
   },
   {
    "rank": 4,
    "lang": "en",
    "use": {
     "key": "news",
     "en": "Industry news",
     "zh": "行业动态"
    },
    "url": "https://x.com/hardmaru/status/2117073468345004258",
    "author": {
     "name": "hardmaru",
     "username": "hardmaru",
     "url": "https://x.com/hardmaru"
    },
    "posted_at": "2026-11-02T08:57:02+07:00",
    "summary_en": "Sakana AI held its AI Symposium in Tokyo with Chief Scientific Advisor Jürgen Schmidhuber. hardmaru says the company's RSI Lab is building on the foundations of the World Models paper to train an agent-native LLM.",
    "summary_zh": "Sakana AI 在东京举办研讨会，首席科学顾问 Jürgen Schmidhuber 出席；hardmaru 表示，其 RSI 实验室正基于《World Models》论文的研究基础，训练原生智能体大语言模型。",
    "metrics": {
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     "repost": 9,
     "reply": 21,
     "quote": 3,
     "bookmark": 12,
     "impression": 9031
    }
   }
  ],
  "zh": [
   {
    "rank": 1,
    "lang": "zh",
    "use": {
     "key": "research",
     "en": "Research",
     "zh": "研究前沿"
    },
    "url": "https://x.com/AYi_AInotes/status/2116906987438973053",
    "author": {
     "name": "AYi",
     "username": "AYi_AInotes",
     "url": "https://x.com/AYi_AInotes"
    },
    "posted_at": "2026-11-01T21:55:30+07:00",
    "summary_en": "DeepSeek published a ~14,000-word technical article on Super-agents, arguing that poor agent performance stems not from weak models but from humans being unable to manage multiple sessions, and proposing a master-agent paradigm to replace conversation-centric workflows.",
    "summary_zh": "DeepSeek 发布一篇约 1.4 万字的 Super-agent 技术长文，核心论点是 Agent 效果差的根因不是模型能力不足，而是人无法管理过多会话，文章主张以主 Agent 替代以对话框为中心的旧范式。",
    "metrics": {
     "like": 192,
     "repost": 36,
     "reply": 29,
     "quote": 1,
     "bookmark": 204,
     "impression": 20157
    }
   },
   {
    "rank": 2,
    "lang": "zh",
    "use": {
     "key": "learn",
     "en": "Learn AI",
     "zh": "系统学习"
    },
    "url": "https://x.com/shao__meng/status/2116901124716347815",
    "author": {
     "name": "meng shao",
     "username": "shao__meng",
     "url": "https://x.com/shao__meng"
    },
    "posted_at": "2026-11-01T21:32:12+07:00",
    "summary_en": "Stanford course CS329A on self-improving AI agents is fully available on YouTube in nine lectures, co-taught by two instructors and structured around first-hand experience and paper readings, with the goal of building a self-improving agent.",
    "summary_zh": "斯坦福大学课程 CS329A《自我改进 AI Agent》已在 YouTube 上线全部 9 节课，由两位教师主讲，以一线经验与论文精读为主线，目标是让学生构建能自我改进的智能体。",
    "metrics": {
     "like": 99,
     "repost": 26,
     "reply": 12,
     "quote": 1,
     "bookmark": 129,
     "impression": 5927
    }
   },
   {
    "rank": 3,
    "lang": "zh",
    "use": {
     "key": "review",
     "en": "Model review",
     "zh": "模型测评"
    },
    "url": "https://x.com/Khazix0918/status/2116801460579234047",
    "author": {
     "name": "数字生命卡兹克",
     "username": "Khazix0918",
     "url": "https://x.com/Khazix0918"
    },
    "posted_at": "2026-11-01T14:56:11+07:00",
    "summary_en": "After expanding AIHOT's public benchmark collection from 39 to 56 datasets and recalculating ELO scores, the updated ranking shows Claude Opus 5.5 at the top overall and in coding, GPT-6 Astra leading in research, and Gemini 4 Argon leading in office tasks.",
    "summary_zh": "数字生命卡兹克将 AIHOT 模型榜的评测集从 39 份扩展至 56 份，重新计算 ELO 排名：综合与编程第一均为 Claude Opus 5.5，科研第一为 GPT-6 Astra，办公第一为 Gemini 4 Argon。",
    "metrics": {
     "like": 119,
     "repost": 8,
     "reply": 72,
     "quote": 8,
     "bookmark": 50,
     "impression": 27374
    }
   },
   {
    "rank": 4,
    "lang": "zh",
    "use": {
     "key": "news",
     "en": "Industry news",
     "zh": "行业动态"
    },
    "url": "https://x.com/shao__meng/status/2116807132469235878",
    "author": {
     "name": "meng shao",
     "username": "shao__meng",
     "url": "https://x.com/shao__meng"
    },
    "posted_at": "2026-11-01T15:18:43+07:00",
    "summary_en": "The ten fastest-growing Skills on Codex in October cluster around three themes: engineering workflows, frontend aesthetics, and diagram or code comprehension; mattpocock/skills led with 35,301 new additions.",
    "summary_zh": "10 月份 Codex 平台上增速最快的 10 个 Skills 集中在三类：工程工作流、前端审美与去模板感、图示与代码理解，其中 mattpocock/skills 新增 35301 个。",
    "metrics": {
     "like": 58,
     "repost": 9,
     "reply": 34,
     "quote": 0,
     "bookmark": 92,
     "impression": 4598
    }
   },
   {
    "rank": 5,
    "lang": "zh",
    "use": {
     "key": "news",
     "en": "Industry news",
     "zh": "行业动态"
    },
    "url": "https://x.com/shao__meng/status/2116778454200865097",
    "author": {
     "name": "meng shao",
     "username": "shao__meng",
     "url": "https://x.com/shao__meng"
    },
    "posted_at": "2026-11-01T13:24:45+07:00",
    "summary_en": "Andrej Karpathy built HackerTube, a YouTube-style site surfacing videos recommended in Hacker News comments over nearly two decades, using Claude Opus 5.5 via Claude Code in roughly two hours.",
    "summary_zh": "Andrej Karpathy 用 Claude Opus 5.5（Claude Code）花约两小时，从 Hacker News 近二十年的评论中筛选推荐视频，做成仿 YouTube 风格的\"净化版\"视频站 HackerTube。",
    "metrics": {
     "like": 68,
     "repost": 6,
     "reply": 30,
     "quote": 4,
     "bookmark": 76,
     "impression": 6061
    }
   },
   {
    "rank": 6,
    "lang": "zh",
    "use": {
     "key": "news",
     "en": "Industry news",
     "zh": "行业动态"
    },
    "url": "https://x.com/op7418/status/2117092326690726075",
    "author": {
     "name": "歸藏(guizang.ai)",
     "username": "op7418",
     "url": "https://x.com/op7418"
    },
    "posted_at": "2026-11-02T10:11:59+07:00",
    "summary_en": "Users report that Grok Bot is routing to Claude Opus 5.5 less frequently than when first announced, and usage quotas have jumped sharply, suggesting Musk may be pulling back on subsidising the service.",
    "summary_zh": "有用户发现Grok Bot路由到Opus 5.5的概率越来越低，同时使用额度出现大幅跳涨，显示马斯克可能难以持续补贴该服务。",
    "metrics": {
     "like": 63,
     "repost": 2,
     "reply": 84,
     "quote": 6,
     "bookmark": 8,
     "impression": 19245
    }
   },
   {
    "rank": 7,
    "lang": "zh",
    "use": {
     "key": "view",
     "en": "Expert view",
     "zh": "专家观点"
    },
    "url": "https://x.com/vista8/status/2116918131067351427",
    "author": {
     "name": "向阳乔木",
     "username": "vista8",
     "url": "https://x.com/vista8"
    },
    "posted_at": "2026-11-01T22:39:47+07:00",
    "summary_en": "Citing a DeepSeek team observation that people can only track 3–5 active sessions, the author argues the next bottleneck for AI agents is human management capacity, and notes that Grok bot and OpenAI are both exploring master-agent approaches.",
    "summary_zh": "向阳乔木指出，DeepSeek 团队发现人通常只能跟进 3～5 个活跃 Session，认为 AI Agent 的下一个瓶颈是人类管理能力，各方正探索用主 Agent 统一管理所有项目。",
    "metrics": {
     "like": 64,
     "repost": 6,
     "reply": 40,
     "quote": 4,
     "bookmark": 44,
     "impression": 11342
    }
   },
   {
    "rank": 8,
    "lang": "zh",
    "use": {
     "key": "howto",
     "en": "Practical tip",
     "zh": "实用技巧"
    },
    "url": "https://x.com/xiaohu/status/2117077218228891742",
    "author": {
     "name": "小互",
     "username": "xiaohu",
     "url": "https://x.com/xiaohu"
    },
    "posted_at": "2026-11-02T09:11:56+07:00",
    "summary_en": "A Claude Code engineer shares guidance on prompt management — which prompts to remove and which to clarify — for users writing too many prompts for Claude.",
    "summary_zh": "Claude Code工程师分享了关于提示词的建议：哪些提示词应该删除，哪些需要写得更清晰。",
    "metrics": {
     "like": 19,
     "repost": 0,
     "reply": 32,
     "quote": 2,
     "bookmark": 22,
     "impression": 4166
    }
   },
   {
    "rank": 9,
    "lang": "zh",
    "use": {
     "key": "howto",
     "en": "Practical tip",
     "zh": "实用技巧"
    },
    "url": "https://x.com/geekbb/status/2117110702968066291",
    "author": {
     "name": "Geek",
     "username": "geekbb",
     "url": "https://x.com/geekbb"
    },
    "posted_at": "2026-11-02T11:25:00+07:00",
    "summary_en": "A workflow that encodes Peterson's nine-step writing process into Claude Code, using scripts to lock each step and prevent the model from skipping ahead or producing boilerplate.",
    "summary_zh": "作者将Peterson写作指南的九道工序嵌入Claude Code，通过脚本锁定每一步，防止模型跳步或写出套话，实现慢写流程控制。",
    "metrics": {
     "like": 14,
     "repost": 2,
     "reply": 10,
     "quote": 0,
     "bookmark": 19,
     "impression": 1870
    }
   },
   {
    "rank": 10,
    "lang": "zh",
    "use": {
     "key": "view",
     "en": "Expert view",
     "zh": "专家观点"
    },
    "url": "https://x.com/AYi_AInotes/status/2117059205492342841",
    "author": {
     "name": "AYi",
     "username": "AYi_AInotes",
     "url": "https://x.com/AYi_AInotes"
    },
    "posted_at": "2026-11-02T08:00:22+07:00",
    "summary_en": "Altman said in an interview that personal computer chips sitting idle most of the time is wasteful and should be pooled; the author argues this amounts to seeking to strip users of hardware ownership.",
    "summary_zh": "Altman在访谈中称个人电脑内存芯片大部分时间闲置是巨大浪费，算力应集中利用；作者认为这实际上是在谋求剥夺用户的硬件所有权。",
    "metrics": {
     "like": 18,
     "repost": 3,
     "reply": 12,
     "quote": 0,
     "bookmark": 6,
     "impression": 2573
    }
   },
   {
    "rank": 11,
    "lang": "zh",
    "use": {
     "key": "view",
     "en": "Expert view",
     "zh": "专家观点"
    },
    "url": "https://x.com/shao__meng/status/2117092563329179702",
    "author": {
     "name": "meng shao",
     "username": "shao__meng",
     "url": "https://x.com/shao__meng"
    },
    "posted_at": "2026-11-02T10:12:55+07:00",
    "summary_en": "Rachel Laycock observes that many experienced, tool-savvy developers remain cautious about agentic development, noting that getting something working is not the same as getting it into production.",
    "summary_zh": "Rachel Laycock发现，许多善于尝新的资深开发者对Coding Agent仍持谨慎态度，认为\"做出来\"不等于\"能上生产\"。",
    "metrics": {
     "like": 7,
     "repost": 2,
     "reply": 25,
     "quote": 0,
     "bookmark": 4,
     "impression": 863
    }
   },
   {
    "rank": 12,
    "lang": "zh",
    "use": {
     "key": "howto",
     "en": "Practical tip",
     "zh": "实用技巧"
    },
    "url": "https://x.com/shao__meng/status/2117071027784056947",
    "author": {
     "name": "meng shao",
     "username": "shao__meng",
     "url": "https://x.com/shao__meng"
    },
    "posted_at": "2026-11-02T08:47:20+07:00",
    "summary_en": "OpenRouter released a 233-line standard-library Python script that uploads diffs and test files to a hosted Linux sandbox, reproduces issues, and labels each finding as confirmed or unconfirmed, enabling verifiable AI code review.",
    "summary_zh": "OpenRouter提供了一份233行纯标准库Python脚本review.py，将代码变更和diff上传后在沙箱中复现问题，每条发现标注confirmed或unconfirmed，可验证AI代码审查结果。",
    "metrics": {
     "like": 9,
     "repost": 0,
     "reply": 24,
     "quote": 1,
     "bookmark": 5,
     "impression": 948
    }
   },
   {
    "rank": 13,
    "lang": "zh",
    "use": {
     "key": "release",
     "en": "New release",
     "zh": "新品发布"
    },
    "url": "https://x.com/GitHub_Daily/status/2117081786811560238",
    "author": {
     "name": "GitHubDaily",
     "username": "GitHub_Daily",
     "url": "https://x.com/GitHub_Daily"
    },
    "posted_at": "2026-11-02T09:30:06+07:00",
    "summary_en": "Open-source tool new-term-radar aggregates signals from X, Hugging Face, GitHub and websites into a daily briefing to surface newly emerging model, product and project names, including first mentions by followed accounts and new Hugging Face top-50 entries.",
    "summary_zh": "开源工具new-term-radar整合X、Hugging Face、GitHub等平台信号，生成日报追踪新冒出的模型、产品和项目名，包括关注账号首次提及某名称或新模型进入Hugging Face热榜前50等信号。",
    "metrics": {
     "like": 5,
     "repost": 3,
     "reply": 6,
     "quote": 2,
     "bookmark": 9,
     "impression": 1674
    }
   },
   {
    "rank": 14,
    "lang": "zh",
    "use": {
     "key": "learn",
     "en": "Learn AI",
     "zh": "系统学习"
    },
    "url": "https://x.com/huangyun_122/status/2117134690998272037",
    "author": {
     "name": "黄赟",
     "username": "huangyun_122",
     "url": "https://x.com/huangyun_122"
    },
    "posted_at": "2026-11-02T13:00:19+07:00",
    "summary_en": "Huangyun shares Karpathy's seven notable GitHub repos, highlighting micrograd (~100 lines of Python for autograd and backprop), nn-zero-to-hero (notebooks from a single neuron to GPT), and minbpe (a clean BPE tokeniser implementation).",
    "summary_zh": "黄赟整理了 Karpathy 的 7 个 SOTA GitHub 仓库，包括 micrograd（约 100 行 Python 实现自动微分与反向传播）、nn-zero-to-hero（从单神经元到 GPT 的配套笔记）和 minbpe（BPE 分词器实现）等。",
    "metrics": {
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     "impression": 59
    }
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   "username": "ID_AA_Carmack",
   "name": "John Carmack",
   "url": "https://x.com/ID_AA_Carmack"
  },
  {
   "lang": "en",
   "username": "mustafasuleyman",
   "name": "Mustafa Suleyman",
   "url": "https://x.com/mustafasuleyman"
  },
  {
   "lang": "en",
   "username": "drfeifei",
   "name": "Fei-Fei Li",
   "url": "https://x.com/drfeifei"
  },
  {
   "lang": "en",
   "username": "hardmaru",
   "name": "hardmaru",
   "url": "https://x.com/hardmaru"
  },
  {
   "lang": "en",
   "username": "OfficialLoganK",
   "name": "Logan Kilpatrick",
   "url": "https://x.com/OfficialLoganK"
  },
  {
   "lang": "en",
   "username": "amasad",
   "name": "Amjad Masad",
   "url": "https://x.com/amasad"
  },
  {
   "lang": "en",
   "username": "omarsar0",
   "name": "elvis",
   "url": "https://x.com/omarsar0"
  },
  {
   "lang": "en",
   "username": "rauchg",
   "name": "Guillermo Rauch",
   "url": "https://x.com/rauchg"
  },
  {
   "lang": "en",
   "username": "ilyasut",
   "name": "Ilya Sutskever",
   "url": "https://x.com/ilyasut"
  },
  {
   "lang": "en",
   "username": "jeremyphoward",
   "name": "Jeremy Howard",
   "url": "https://x.com/jeremyphoward"
  },
  {
   "lang": "en",
   "username": "DarioAmodei",
   "name": "Dario Amodei",
   "url": "https://x.com/DarioAmodei"
  },
  {
   "lang": "en",
   "username": "svpino",
   "name": "Santiago",
   "url": "https://x.com/svpino"
  },
  {
   "lang": "en",
   "username": "Yuchenj_UW",
   "name": "Yuchen Jin",
   "url": "https://x.com/Yuchenj_UW"
  },
  {
   "lang": "zh",
   "username": "dotey",
   "name": "宝玉",
   "url": "https://x.com/dotey"
  },
  {
   "lang": "zh",
   "username": "op7418",
   "name": "歸藏(guizang.ai)",
   "url": "https://x.com/op7418"
  },
  {
   "lang": "zh",
   "username": "vista8",
   "name": "向阳乔木",
   "url": "https://x.com/vista8"
  },
  {
   "lang": "zh",
   "username": "xiaohu",
   "name": "小互",
   "url": "https://x.com/xiaohu"
  },
  {
   "lang": "zh",
   "username": "kaifulee",
   "name": "Kai-Fu Lee",
   "url": "https://x.com/kaifulee"
  },
  {
   "lang": "zh",
   "username": "oran_ge",
   "name": "Orange AI",
   "url": "https://x.com/oran_ge"
  },
  {
   "lang": "zh",
   "username": "Gorden_Sun",
   "name": "Gorden Sun",
   "url": "https://x.com/Gorden_Sun"
  },
  {
   "lang": "zh",
   "username": "karminski3",
   "name": "karminski-牙医",
   "url": "https://x.com/karminski3"
  },
  {
   "lang": "zh",
   "username": "nishuang",
   "name": "倪爽",
   "url": "https://x.com/nishuang"
  },
  {
   "lang": "zh",
   "username": "lijigang",
   "name": "李继刚",
   "url": "https://x.com/lijigang"
  },
  {
   "lang": "zh",
   "username": "abskoop",
   "name": "ahhhhfs",
   "url": "https://x.com/abskoop"
  },
  {
   "lang": "zh",
   "username": "berryxia",
   "name": "Berryxia.AI",
   "url": "https://x.com/berryxia"
  },
  {
   "lang": "zh",
   "username": "AlchainHust",
   "name": "花叔",
   "url": "https://x.com/AlchainHust"
  },
  {
   "lang": "zh",
   "username": "yetone",
   "name": "yetone",
   "url": "https://x.com/yetone"
  },
  {
   "lang": "zh",
   "username": "ruanyf",
   "name": "ruanyf",
   "url": "https://x.com/ruanyf"
  },
  {
   "lang": "zh",
   "username": "turingou",
   "name": "郭宇 guoyu.eth",
   "url": "https://x.com/turingou"
  },
  {
   "lang": "zh",
   "username": "Khazix0918",
   "name": "数字生命卡兹克",
   "url": "https://x.com/Khazix0918"
  },
  {
   "lang": "zh",
   "username": "tinyfool",
   "name": "Tinyfool",
   "url": "https://x.com/tinyfool"
  },
  {
   "lang": "zh",
   "username": "dingyi",
   "name": "Ding",
   "url": "https://x.com/dingyi"
  },
  {
   "lang": "zh",
   "username": "xicilion",
   "name": "响马",
   "url": "https://x.com/xicilion"
  },
  {
   "lang": "zh",
   "username": "lxfater",
   "name": "铁锤人",
   "url": "https://x.com/lxfater"
  },
  {
   "lang": "zh",
   "username": "huangyun_122",
   "name": "黄赟",
   "url": "https://x.com/huangyun_122"
  },
  {
   "lang": "zh",
   "username": "AYi_AInotes",
   "name": "AYi",
   "url": "https://x.com/AYi_AInotes"
  },
  {
   "lang": "zh",
   "username": "Barret_China",
   "name": "Barret李靖",
   "url": "https://x.com/Barret_China"
  },
  {
   "lang": "zh",
   "username": "GitHub_Daily",
   "name": "GitHubDaily",
   "url": "https://x.com/GitHub_Daily"
  },
  {
   "lang": "zh",
   "username": "shao__meng",
   "name": "meng shao",
   "url": "https://x.com/shao__meng"
  },
  {
   "lang": "zh",
   "username": "geekbb",
   "name": "Geek",
   "url": "https://x.com/geekbb"
  },
  {
   "lang": "zh",
   "username": "Pluvio9yte",
   "name": "雪踏乌云",
   "url": "https://x.com/Pluvio9yte"
  },
  {
   "lang": "zh",
   "username": "tualatrix",
   "name": "图拉鼎",
   "url": "https://x.com/tualatrix"
  },
  {
   "lang": "zh",
   "username": "yihong0618",
   "name": "yihong0618",
   "url": "https://x.com/yihong0618"
  }
 ],
 "note": "Every three hours WAKENEX reads the new original posts (no reposts or replies; the past 24 hours, 72 for Human OS) of a fixed list of up to 30 English-language and 30 Chinese-language accounts per section (finance: four lists), scored once. The most-engaged posts are checked three ways (accurate; squarely on the section; not a repeat); politics, investment or medical advice, gossip and ads are always left out. summary_en / summary_zh are WAKENEX's own words; the posts are their authors' and are not WAKENEX claims. Not investment or medical advice."
}