hlb's Substack
Liang-Bin HsuehI am hlb. This is my personal Substack.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 63 | Founded | 3 years ago | Last Issue | 16 days ago |
| Active | Language |  Korean | |||
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iamhlb.substack.comLatest Issues
我讓 AI 助理做什麼：把行程、新聞與寫作接起來
原文刊載於 https://hlb.im/articles/2026-08-02-aria-personal-assistant/
我從今年五月開始正式啟用了 AI 助理 Aria。
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每天早上，我會先收到 Aria 整理的一份簡報。今天有哪些會、對方是誰、哪些事需要我決定，還有 H...
當 Fable 一夜被關掉：台灣如何留下主權 AI 的選擇權
原文刊載於 https://hlb.im/articles/fable-shutdown-taiwan-sovereign-ai/
2026 年 6 月 12 日，美國商務部發函要求 Anthropic 在取得出口許可以前，不得讓任何外國人使用 Mythos 5 與 Fable 5。Anthropic 無法即時辨識使用者國籍，只能把兩個模型對全世界停用。台灣的使用者跟其他所有國家一樣，一夜之間失去存取。
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我怎麼跟 AI 整理二十多年的文章，重新建立個人網站
原文刊載於 https://hlb.im/articles/2026-07-13-building-hlb-im-with-ai/
一開始，我只是想把舊網站備份下來。
我沒想到，這件事最後會變成一個新網站，也再次改變了我使用 AI 寫作的方式。
我最早的個人網站在 1999 年，架在大學社團的機器上。2005 年，我把網站搬到 hlb.yichi.org，繼續在那裡寫文章。後來網站沒有繼續維護，只剩 Internet Archive 的 Wayback...
衡量成果，不是產出：為什麼 Token 用量不是 AI 績效指標
今年 5 月，我在 Facebook 寫過：
把「用了多少 token」當 KPI，就是把「幫公司燒掉多少錢」當 KPI。
Measure outcome, not output. 每年都有荒謬事。
到了今天再回頭看，這個判斷沒有改變。現在我會把 AI 的成效拆成三個層次：任務做得好不好、新的流程有沒有人持續採用，以及組織有沒有跟著轉型。
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我怎麼辦出 98% 出席率的 HappyDesigner Meetup
這次 HappyDesigner Meetup 年中場，最後有 62 人報名、61 人出席，出席率 98%。候補名單大約 40 人。
以一場下班後的社群 meetup 來說，這個出席率讓我很開心。這次我想記錄的，不只是活動內容，而是為了讓這場活動順利發生，我在背後做了哪些取捨。
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Cofounder of MeetAndy: https://meetandy.ai/ https://hlb.im/
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