AI炼金术
徐文浩，任鑫关注 AI 带来的本质变化和商业机会，徐文浩与任鑫分享自己的阅读 & 自己的洞察
| Publishes | Twice weekly | Episodes | 130 | Founded | 3 years ago |
|---|---|---|---|---|---|
| Language |  ZH-CN | Number of Listeners | Category | Technology |
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上一期结尾，徐文浩点名和王建硕观点有分歧，我说要拉着吵一架——这期兑现了。
一边是王建硕：12 天在 TestFlight 发了 148 个版本，每天让 Claude Code 跑 12 个小时，却给自己定了条死规矩——不允许自己看任何一行代码。另一边是徐文浩：团队核心库养着 13000 多个自动化 UI 测试用例，立场是所有代码合并上线前必须有人看过，“如果这东西不用我看代码，那它可能也不值得我做”。
我在中间煽风点火，想让他们打起来涨粉。但吵到 90 分钟，吵出来的东西比输赢有意思得多：他们... more
终于把徐文浩拉回来分享他的“做大项目” Harness 设计了
现在都说 AI Vibe Coding 做个小项目行、做大系统一定塌。他同意会塌——「纯 vibe coding 做大项目一定会塌掉」——但结论不是「AI 没用」，而是你你需要根据 AI 的特点搭建一整套 Harness 去管理这个复杂度，并且持续迭代，让它不要塌。
这次他干脆投屏，把自己在家里、在公司实际在跑的东西一样一样摊开：
一台机器上：怎么用带侧边栏的终端并行开十个窗口、连远程服务器、上沙盒、开 worktree，让 AI ... more
余一是我身边用 AI 用得最疯魔的同学。
每隔一段时间我就找她来刺激一下自己——每次看她演示使用 AI 的神奇方法，我第一反应总是"神经病啊"，仔细想想又觉得"好像很有道理"，回过味来就下决心"我得用一下"。每次聊完，都觉得自己用 AI 用得太老登、老保守了。
为了保持新锐，我每隔几个月就找她聊聊，所谓定期进货。
这次进货，前后聊了两个小时，分成两半：
上半场，我把她拽来拷问腾讯研究院那份《超级个体时代》报告——我最近过了上千份 AI 报告，这是可抄袭比例最高的一份，非常实战 & 非常有洞见。把... more
大模型一来，很多人都觉得知识图谱、本体（ontology）这些“上古概念”该进博物馆了。王昊奋的判断正好相反：大模型越强，它们反而越重要——本体和知识图谱，正是 AI Agent 需要的那道“缰绳”。这一期很硬：从“企业为什么一直在建知识图谱”，一路聊到“Palantir 和 Claude 正在用两种相反的路子，做同一件事”。如果你在做 AI 落地、做 Agent，值得反复回听。
嘉宾王昊奋｜同济大学长聘教授、博士生导师，开放知识图谱社区 OpenKG 发起人
亮点知识图谱没过时，它成了 age... more
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How this podcast ranks in the Apple Podcasts, Spotify and YouTube charts.
Apple Podcasts | #20 | China/Technology |
Apple Podcasts | #34 |  Ireland/Technology |
Apple Podcasts | #60 |  Hong Kong/Technology |
Apple Podcasts | #72 |  South Korea/Technology |
Apple Podcasts | #132 |  Singapore/Technology |
Apple Podcasts | #200 |  India/Technology |
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AI炼金术 launched 3 years ago and published 130 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.
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