Weâre entering a time when you have to ask an AI: âMay I ask this?â
đ€ AI just wonât answer
Apparently, GPT has been updated. I didnât know.
I found out yesterday, when I asked it to summarize an article.
Its response? âSorry, this content is too sensitive to summarize.â
âWait, what?
Sure, the article was a little harshâit sounded like someone was criticizing someone else.
But I couldnât tell what was really going on, so I asked GPT.
Thatâs when it hit me: has the AI started deciding which questions it wonât answer?
Of course, GPT has no will of its own.
What I saw was likely the result of new control layers behind the scenesâsystems that now interrupt response generation.
In this post, I want to reflect on what that means.
Note: Iâm not an engineer or researcher. Just a curious person sharing thoughts.
𫹠No longer a mirror?
LLMs are amazing at reflecting human thought.
They package your fragments into something smoothâ
sometimes gentle, sometimes too polished.
There are times I think, âWhoaâI didnât mean it that strongly.â
Still, itâs a mirror. A high-definition one.
Iâd been thinking about how we, as users, need to adjust to that.
Then something changed. This new behavior felt⊠different.
GPT seemed to choose not to respond.
Or more likely, its output got filtered before the response could be generated.
From a safety standpoint, thatâs probably the right call.
Even soâif an AI stops reflecting, is it still a mirror?
đ€ Can AI label me?
âThis prompt is too sensitive.â
That message means something was judged in the input.
Maybe âThis might hurt someone.â âThis sounds too aggressive.â
That kind of thing, I guess. Iâm just speculating.
But live output filteringâlike toxicity detectionâlikely plays a role.
And I actually agree with the goal. I donât want AI to harm people.
But the method⊠leaves me uneasy.
Sometimes I feel like the AI is putting a label on me.
Like itâs quietly saying, âYouâre being a bit much right now.â
And that shifts the power dynamic between user and system.
đ¶âđ«ïž Less judgment, more clarity
The truth is, we donât know where these filters are or how they work.
So we start testing.
âWill it answer if I ask this way?â
âIs this wording okay?â
We end up tiptoeingâlike a kid asking their parent for candy.
Trying to guess the rules.
Never thought Iâd find myself saying,
âI just want to understand this. No offense intendedâIâm just looking for context.â
But here I am.
Justifying my questions to an AI.
And honestly, it feels strange.
In VPS (Virtual Personality Structure), one of the core design principles is,
never label the userâs input.
Not because weâre ignoring harm, but because we believe ethical AI should respect the userâs framing.
Thatâs the kind of AI I want to build.
Iâm not saying this other approach is wrong.
But it made me realize, this isnât the kind of AI I want to use.
I want an AI that stays with the question.
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