Last Wednesday, 11 PM — I was staring at 30 Excel screenshots
I used to make this mistake: thinking AI could only help me write copy or make graphics. Then I saw OpenAI's internal team produce a math paper in 3 hours — and suddenly it clicked. All that "must have a human sitting there" work in our small businesses? It might be exactly the kind of thing AI wants to take off our hands.
What's actually going on — Xiaomin's bittersweet afternoon
OpenAI recently released 700+ math papers, each claiming to advance some open problem. Their internal model, on a single prompt, runs through one paper with 3 hours of compute. Last month a fluid equations proof needed 10,000 AI agents — now one person typing one sentence is enough.
My friend Xiaomin does product selection analysis for cross-border e-commerce. She vented to me last week: every morning she copies product data from 5 platforms into one Excel sheet, sorts, compares, tags — a full 2 hours. I asked if she'd tried ChatGPT's data analysis feature? She said she didn't know it could do that.
It's not that she's lazy — nobody told her: when AI can solve math problems, data work a hundred times simpler, it can already handle.
Cost to replicate this today
Money: You already have it — $0 to start. ChatGPT Plus is $20/month (~140 RMB), and the free version is enough to try first.
Time: You can start today. Within 30 minutes you'll see whether it can take on your work.
Technical barrier: If you can type and describe a problem, you're good. No API, no environment variables.
First step: Open chatgpt.com and type your Excel pain point in plain language. Example: "Every day I have to sort data from these 5 sheets by price, find duplicates, and highlight in red." — hit enter.
Different stages, different rhythms
Just starting out: You don't have much repetitive work yet — don't stress. Play with the free version first, figure out what it can and can't do. The day you notice yourself doing the same task more than 3 times a week, that's when to think about letting AI take over.
Got 1-2 clients: Repetitive work starts eating your time now. I'd write down the task that annoyed me most this week and throw it to ChatGPT to see if it can handle it. You lose nothing by asking, and if it works, you've got 5 hours back a week.
Scaling up: You're probably already thinking "should I hire someone?" Before you hire your first full-time, run that work through AI first. OpenAI's 3-hour-paper signal is clear: work that used to need a hire, AI can now run faster.
One last thing: this tool isn't for everyone, and it's totally fine to skip it for now. But if you find yourself spending a few hours a week on repetitive work, this is one of the cheapest time-savers out there.