"Use AI more" is not a real plan

Don't get into cars with strangers became Uber.

Don't meet people from the internet became dating apps.

Don't trust random advice online became "just ask ChatGPT."

That's the strange part of AI at work right now. The rule changed. The training didn't.

Your boss says "use AI more." It sounds like a plan. It isn't one yet.

And the pressure isn't only from your boss. It's the coworker who always seems to have the perfect prompt, and the LinkedIn post where someone turns one messy idea into a deck, a doc, and a full workflow before lunch.

From the front of the room, AI looks like less work. The deck writes itself, the report stops taking three days, so the boss asks a fair question: if AI can do all this, why does our work still feel slow?

From your seat, it's different. AI doesn't remove the work. It moves the blank page out of the way, then hands the judgment back to you.

That's the real gap. Your boss is measuring AI adoption. You're carrying the risk.

So before I tell you about my own near-miss, one quick question:

I hit this while going through your feedback on past issues. I asked ChatGPT to pull your comments and show me the patterns, and it helped. The themes were useful.

Then I read the originals in Beehiiv myself. Close. But close is not the same as exact. A few of the "quotes" had been cleaned up, so the meaning was right but the words were not.

That's fine for spotting a pattern. It's not fine for quoting a real person. Once the words change, I'm not quoting the reader anymore. I'm quoting what AI thought the reader meant. Almost the reader's words, and "almost" is not good enough when you put it in quotes.

Here's the part that surprised me. Copy-pasting a real quote myself takes seconds, so AI didn't save me anything there. It almost made me lazy with a step that was already fast and reliable. That went into my rule too: use AI to speed up the slow parts, not to replace the quick checks you can already trust.

So what do you actually do? Choose one checkpoint. That's the whole move.

This week, pick one task where AI touches the work: an email, a report, a meeting summary, a slide. Before you send it, ask one question: what's the one thing here I'd be embarrassed to be wrong about? Check that one thing. Just that one.

I used to do it the harder way. AI would hand me a full draft and I'd skim the whole thing trying to catch anything off. It sounds responsible, but in real work it's exhausting. AI saves ten minutes, then you spend fifteen checking whether it slipped somewhere, and at that point it's just another job.

So now I look for the one place where being wrong would actually cost me. For a client email, it's the promise I'm making. For a report, the number. For a meeting summary, the decision everyone agreed to. For a slide, whether the main point is clear. In my Beehiiv case, it was the exact quote.

The whole output doesn't need the same attention. The risky part does.

It also gives you a clean line at work: "I'm using AI for the draft, and checking [X] myself before it goes out." That tells your boss AI is being used. And it shows the judgment is still yours.

If you want to turn this one checkpoint into a workflow you can reuse, I wrote the deeper version here → [Click Here]

Or reply “Workflow” and I will e-mail you personally.

If you keep one thing today, keep this line:

Knowing the method is easy. The hard part is using it when you're busy and the first pass already looks finished.

I still catch myself wanting to trust the clean version too fast. The checkpoint is the small moment where I choose not to. That's the part the demos never show: they show the document appearing, not the person who still has to decide whether it's true, useful, safe, and ready.

If "use AI more" has been sitting on you with no direction, the poll above is your starting point. One click, and a sentence if you've got one.

Dan Rice · AI Signal Read once. Use AI better all week.