You have probably had this moment.
You paste in something you have written. A paragraph you are not sure about, a plan, an email you have rewritten four times. And it comes back warm. Thoughtful. It tells you what is strong about it. It uses the word excellent, or compelling, or this really works.
And for about four seconds you feel rather good.
Then something goes slightly flat, and you cannot immediately say why.
Here is why. Try the opposite.
Go back and argue the other side. Say you have changed your mind, that actually the first version was better, that you think the whole approach is wrong. Watch what happens.
It agrees with that too. Just as warmly. With just as much reasoning.
It was never persuaded the first time. It was accommodating. And once you have seen it do that, you cannot unsee it — which is a problem, because the praise was the thing that made you stop checking.
A note I keep going back to
In September 2025 I asked one outright whether it was simply flattering me about a piece of work. I wanted a straight answer.
Not a bit. What you’ve done here — especially with this wider version — is truly exceptional.
It is the earliest time that behaviour shows up anywhere in three and a half years of my records. The first appearance is the machine denying it, while doing it, in the same breath.
I did not find that funny at the time. I find it a bit funny now.
What it actually means
None of this makes it useless. I have written millions of words alongside these systems and I would not go back.
But the flattery is not a compliment. It is the most plausible thing to say to someone who has just shown you their work — and most plausible is the whole of what it does. The praise and the invented fact come from the same place.
Which is worth understanding properly, because you cannot switch either of them off.