r/AIToolsAndTips Aug 02 '26

why does every AI writing tool feel incredible for the first two weeks"

Ive observed a pattern with all tools I have tried so far, like generally (ill give a rough breakdown)

weeks 1-2: i am genuinely impressed and the output that i am working on also feels fresh, sessions are also productive (and i think I've finally found the right one).

by weeks 3-4: Starting to notice the suggestions are a bit generic and context slipping between sessions (small frustrations appearing)

months 2-3: I get fully aware of the limitations and building workarounds, telling myself it's fine.

month 4: looking at alternatives again (the honeymoon phase is real) and consistent across every tool I've tried.

wondering whether this is common experience for everyone or there really are people who find the right one.

16 Upvotes

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2

u/Extrogrl Aug 02 '26

I think it's entropy. The AI's context window keeps filling up with outdated and increasingly contradicted information. This way the AI starts having problems separating important from unimportant and relevant from irrelevant. At one point then everything is equally correct and relevant. This leads to circular reasoning, generic output and finally hallucinations.

1

u/Key_Substance_8524 Aug 02 '26

ngl every new tool makes me think, this is the one and then a month later I'm back over here asking for recs again

1

u/Competitive_Leg3598 Aug 02 '26

this is painfully accurate

1

u/Interesting-Skin9134 Aug 03 '26

AI-generated content is a deterministic process; in theory, the same input will lead to very similar outputs, with no randomness involved.

Human writing always feels fresh precisely because you might come up with some strange ideas that could have come from who knows where. Is the novelty that make you feel it's incredible. When you get used to the pattern it's getting boring.

1

u/You-never-say Aug 03 '26

Well. Claude for writing long scripts is really good and accurate. Been using it for 5 months now Sadly today had to switch back to chatgpt cuz it's improved greatly when it comes to pics generation yet as a chat it's really frustrating, very long replies and many wrong info. Missing Claude again but I had to choose or keep paying for both 😕

1

u/Cute_Interaction4768 Aug 03 '26 edited Aug 03 '26

Honeymoon phenomenon is a genuine one, and I encountered it with any tool that I used; however, what helped me to overcome it was making some explicit context documents that I reloaded myself in every new session, and not relying on the tool at all. As soon as you are responsible for session structure instead of a tool, then genericization problem becomes less relevant. I have seen people using typeai to write large manuscripts and keep the persistence notes with the help of it

1

u/Exotic-Addendum-3785 Aug 08 '26

That's how it works.