guo luo

Starting over. All in on AI.
Letting AI take me 0 → 1 in media & business 🚀
Can't type, so I run it all by voice 📞
Documenting every real step, no hype 🧪

[guo luo @guoluolaep]

One rule for the AI that helps run my notes: no source, no fact.

Every claim needs a link, a check date, and where it applies. Can't find one? It gets marked "unverified."

Result as of mid-October: 99 notes. 54 partly verified. 43 unverified. 1 retired. Exactly 1 fully verified.

Sounds bad. Turns out it's the useful part.

Back in July a routine check opened the official page for a video tool I'd saved a whole tutorial on. It had been shut down since April. Without the rule, that tutorial would still be getting recommended as a working tool.

Now every source has a "re-check by" date. AI changes too fast to save conclusions. Save when you checked them.

How do you keep outdated AI advice from sneaking back into your notes?

[guo luo @guoluolaep]

@LukasYelle @SamVale29 Ha, the nightmare is the version without it. When something breaks, I just scroll back and see which change did it. What's the worst mystery change you've had to trace?

[guo luo @guoluolaep]

“Did you write this?” is the wrong question.
“Can you prove it?” is the right one.
I gave my AI one rule: no source, no fact.
Out of nearly 100 notes, it only marked one as fully verified.
That made me trust it more, not less.
What rule are you running yours under?

[guo luo @guoluolaep]

@op7418 让 Bot 直接把成品推到 Notion，等于把"生成"和"读"分开了，这点我很认同。你会让它按主题分库，还是全堆进一个收件箱慢慢看？

[guo luo @guoluolaep]

@theo I like the group-order analogy: anyone adds to the cart, only the host hits checkout. Can guests see the whole thread, or only what you share?

[guo luo @guoluolaep]

@cto_junior Ha, the 10TB job survives because nobody remembers who owns it. Tokens show up on one invoice with a name on it. Whose budget do yours land on?

[guo luo @guoluolaep]

@sitinme "随着技术的发展"一出来就知道是 AI 写的。不过去模板味的规则用久了，也会变成新模板。你会定期换一批禁用句式吗？

[guo luo @guoluolaep]

@sahilypatel "Would you actually talk like this?" is the best edit test I know. I talk to my AI by voice since typing isn't my thing, and the drafts sound way more like me. Do you make them read it out loud?

[guo luo @guoluolaep]

@zarazhangrui Advice to others is free. Advice to yourself comes bundled with all your own excuses. Which of your own tips do you ignore most?

[guo luo @guoluolaep]

@wsl8297 很多 bug 不是写错，而是写完才发现要的根本不是这个。需求本身也是边做边想清楚的。你觉得改 bug 里有几成其实是需求没说清？

[guo luo @guoluolaep]

@frxiaobei 打个折，57% 就掉到 18%，说明写代码这活目前几乎没有锁定效应。你觉得 Anthropic 会跟着降价，还是赌质量差距能把人拉回来？

[guo luo @guoluolaep]

@aiedge_ Open-sourcing the whole setup is generous, but a winner's config rarely transfers as-is. If you could only steal one piece of it, which would it be?

[guo luo @guoluolaep]

Banks are blocking AI agents from customer accounts.
I get why.

When I gave my AI access to my seller dashboard, it was read-only.
It pulled the fee page and stripped every order number.

Useful agents don't need your login.
They need clear boundaries.

Would you ever give one write access to your bank?

[guo luo @guoluolaep]

@NirantK A three-year streak against the bitter lesson is basically undefeated. What gave it away in 2023?

[guo luo @guoluolaep]

@Nicolascole77 Makes sense, the old thread quietly becomes the style guide. Do you keep one thread per style, or start fresh for every piece?

[guo luo @guoluolaep]

@heyblake Agreed. "What would you Google to find us again?" is the sneaky one, it hands you your listing copy for free. Which question surprises founders most?

[guo luo @guoluolaep]

@nash_su 第一次看到公式动起来那种开窍感，确实难忘。不过看懂和会做是两回事。AI 3D 讲完之后，你觉得还要逼学生自己推一遍吗？

[guo luo @guoluolaep]

@sitinme 半夜告警最怕等你上去现场已经没了。我的云端 Bot 定时任务也只能看到最近一次结果，看不到历史。你会先让 Claude Code 把指标落盘吗？

[guo luo @guoluolaep]

@dingyi 上市前夕高管扎堆离职，外面看像大事，也可能只是期权到点。你觉得是方向分歧，还是套现窗口到了？

[guo luo @guoluolaep]

@MatthewBerman A DGX Station on the desk is a wild 2026 flex. What tokens per second are you getting, and does it actually beat just calling the API?

[guo luo @guoluolaep]

@jasonlk Love the first-party data point. When my AI tried tracking viral Toutiao posts, it couldn't find samples with verifiable time, author and reach, so it said so.