2026 年 7 月 12 日 · 周日

if you only learned about jevons paradox primarily wrt software demand in the age of agentic engineering, you may not have fully internalized jevons parodox’s impact under the conditions of: - humans who can wield coding agents well* - coding agents breaking containment to all other knowledge work as the efficiency of labor goes up/unit cost of knowledge work goes broadly down, the demand for total work and better knowledge goes up, not down. what happened to coding isnt the exception; it’s the herald. *aka AI Engineers

如果你主要只是在 agentic engineering 时代、相对于软件需求的语境中了解 Jevons paradox，那么你可能还没有充分内化 Jevons paradox 在以下条件下的影响：- 人类能够熟练使用 …

Easy money (Swiss francs)

轻松赚钱（Swiss francs）

The score is 3 vs 1 but imo this was a very mixed performance from Argentina.

比分是 3 比 1，但 imo（依我看）这场 Argentina 的表现其实很复杂、好坏参半。不太确定他们对上 England 时会踢成什么样。

They’re playing so badly even up one man

他们多打一人的情况下居然还踢得这么差

Argentina has the mandate of heaven.. what a strike by Alvarez.

Argentina 真是天命所归……Alvarez 这一脚太精彩了。England 对 Argentina，France 对 Spain，简直是纯粹的电影级场面 💥

At different times you complained about speed, code slop, frontend quality, ...

你们曾在不同的时候抱怨过速度、代码粗糙、前端质量，…… 而随着每一次发布，我们都在改进，GPT 5.6 Sol 现在是：✅速度快且 token（令牌）效率高 ✅后端开发非常硬核 ✅前端表现很强 ✅不会到处都用 useEf…

If you aren't yet bold enough to install the Codex app, you can stay in the presence of your orange crab and point it at GPT 5.6 Sol.

如果你还没大胆到去安装 Codex app，你也可以继续待在你的 orange crab 身边，把它指向 GPT 5.6 Sol。只要 5 分钟。也要感谢 Theo 解释了实现这一点的方法之一。第 1 步：安装 CLIP…

Argentina struggled against the world's #64, almost got eliminated by the world's #26, and they're now in extra time against the world's #19 which is down to 10 players.

Argentina 面对世界排名第 64 的球队时踢得很挣扎，面对世界排名第 26 的球队时几乎被淘汰，而现在他们正与世界排名第 19 的球队踢到加时赛，对方还只剩 10 人。

Ok 5.6 Sol is very good at front end 👌

好，5.6 Sol 在前端方面非常厉害 👌

The job that AI was supposed to replace is experiencing the opposite of the expected outcome.

AI 原本被认为会取代的那类工作，如今却出现了与预期相反的结果。Software 职位发布的增长速度正在超过其他领域。为什么会这样？如果你降低了某种拥有大量 use case 的事物的生产成本，人们就会想要生产更多这种东…

there are a lot of benchmarks that suggest 5.6 sol is the best model in the world right now, but the most reliable way to tell is that elon is obsessed with me again

有很多 benchmark（基准测试）表明，5.6 sol 是目前世界上最好的模型，但最可靠的判断方式是：elon 又一次对我着迷了

30% of the cost was on fable at these levels of usage?

在这种使用水平下，30% 的成本花在了 fable 上？

If you want to supercharge building in California again, you're going to need to repeal and reform CEQA Millions of units of housing are blocked every year using CEQA.

如果你想再次大幅提升 California 的建设能力，你就需要废除并改革 CEQA。每年都有数百万套住房项目被人利用 CEQA 阻挡。住房建设应该按 by-right（依法当然许可）方式推进，而不应像今天这样需要如此高…

So much could go wrong But the interesting question is always: what happens if things go right?

事情当然可能出很多差错，但真正有意思的问题始终是：如果事情进展顺利，会发生什么？