"That's about as insane of a statement as anyone can make."
That's what someone said to me after I posted: "[AI] accuracy doesn't matter in some fields."
And fair enough - on the surface, it does sound ridiculous. But there's always* nuance.
Have you ever stared at a blank page, stuck on the first sentence? Or scrambled to brainstorm 20 taglines in 10 minutes? Or scribbled half-formed thoughts just to clear your head?
In moments like that, you're trying to move forward. That's when accuracy doesn't matter - not yet.
The Value of Imperfection
Progress beats precision in the early stages.
In many creative fields like writing, design, and brainstorming, that initial push matters more than getting everything right the first time. The same applies to exploratory thinking and early-stage planning.
Not every task needs to be final-form perfect. Some just need to get you started.
A wrong sentence in a first draft is one you were going to rewrite anyway; a bad idea that leads to a better one is still progress; a chatbot that shows what you don't want to say is useful.
No one's suggesting AI drafts go straight into legal docs or scientific papers.
Sometimes, you just need a microwave meal at lunchtime. Quick, imperfect, but gets the job done when you're busy and under pressure.
But we all expect better than that if we've got family coming over for Sunday lunch.
AI doesn't always have to be the Sunday roast. It can be the microwave meal. It's useful, timely and good enough to keep you going.
Where Gen AI Can Help
- Breaking writer's block
- Speeding up first drafts
- Turning vague thoughts into structure
- Generating bad ideas to find good ones
- Getting you moving
So no, "accuracy doesn't matter" isn't insane.
It matters eventually. But it doesn't always matter first.
Finding Your Balance
What do you think? When you're starting something new, what matters more - accuracy or movement?
For me, AI's helped most when I just need a nudge. Even the worst output can unblock something.
Let's use the right tools at the right time.
* There's ALWAYS nuance. I know some people love to see the world in black and white.