21% Use AI at Work. The Internet Makes It Look Like 100%.

你刚刷到这条消息，本来准备顺手划走，但又怕自己错过了真正会影响下一步判断的那一点。

最容易做错的，是No, everyone is not using AI for everything；代价往往是如果只盯表面热闹，你很容易在错误方向上花掉时间、预算和注意力。；我先给一个保守判断：AI热不是全民热，是白领热。

My conservative read: the AI boom is not a mass-market boom yet. It is a white-collar boom. No, everyone is not using AI for everything. If you read the feed as reality, you can burn time, budget, and attention in the wrong direction.

The clearest number is from the US: Pew's October 2025 update says 21% of workers use AI for at least some of their job, while 65% say they hardly ever use it at work [S002]. That is meaningful adoption. It is nowhere near universal adoption. In other words: 21% are using AI, but the internet makes it feel like 100%.

Why does the gap feel so large?

Because early adopters are also the people who post the most: educated, digital, desk-based workers. Anthropic's 2025 Economic Index says Claude usage is heavily concentrated in high-income countries, which are overrepresented relative to working-age population [S003]. The loudest slice of the market is not the whole market.

So I'd treat AI news as scope, not destiny. A product update is worth your attention only if it changes your next decision, not because your feed makes usage look universal. Boundary: this read is based on US worker survey data from October 2025 and Claude usage patterns in high-income countries, not a map of China or the whole world. Share this with the person who is treating the feed as the market. Where is AI actually standard in your 工作流程（workflow）, and where is your feed clearly overstating adoption?

真正该讨论的是：No, everyone is not using AI for everything