What Really Lies Behind the Word ChatGPT

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Сергей Васильевич

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You know from my posts in the Mahapurna School that I mastered AI technologies a long time ago.
And essentially, you know that I chose what 99% of people call "Chat GPT." I call it that myself if I want to be understood by those 99% ;)
I said something about this here — Pros and Cons of AI
But you need to understand that talking about Chat GPT is the same as talking to a person while thinking that THEY are their clothes. For now, you need to remember one word — MODEL.
Right now, as I am writing this article, the model is ASTRA.
I told you about this here — Announcement — Sahastra
Not Chat GPT ))
But Astra.
For example, I created a dream interpreter for you, which you are currently using in your Telegram — Announcement — Personal Dream Interpreter in Telegram
And this is not Chat GPT.
It is a model. And at the moment, it is called ASTRA.
But even working with Chat GPT definitely requires learning. Because it is an interface—like a browser, for example, Chrome. It has many functions and settings. But without the internet, it is useless. The same goes for Chat GPT.

Today, the word ChatGPT has become almost synonymous with artificial intelligence. People say: “I asked ChatGPT,” “ChatGPT wrote a program,” “ChatGPT created a text.” And for ordinary conversation, this is perfectly understandable. But if you look a little deeper, a curious picture emerges.

ChatGPT is not the artificial intelligence itself. It is an application created by OpenAI.

Imagine a beautiful car. We see the body, steering wheel, dashboard, and press the pedals—but the real work happens deeper inside, where the engine is located.

In the world of artificial intelligence, the “engine” is the model.

The model is what takes our text, matches an enormous number of connections, calculates the continuation of a thought, reasons, and forms a response. GPT is the name of a family of such models.

This creates a kind of hierarchy:

OpenAI — the company that creates the technologies.
GPT — a family of models, that is, the intellectual mechanism itself.
ChatGPT — an application that allows people to communicate conveniently with these models.

But ChatGPT is far from being the only interface.

The same OpenAI technologies can work inside other programs, websites, and services. For example, you can create your own assistant and connect it to your website via an API—and it will use an OpenAI model, even though the person interacting with it will not see ChatGPT at all.

The same thing happens with Codex. Here, we are no longer dealing with an ordinary conversational partner, but with a specialized tool, to which they gave the ability to work with program code, files, the terminal, and projects. At its core, however, there is once again a model.

And here, one important thing becomes clear.

We are used to viewing artificial intelligence through its interface. We see a chat window—and think that it is the intelligence itself. But the window can be replaced. One can create a different interface, a different program, a different agent. One can give the model completely different tools.

And the model itself will remain deep within the system—an invisible mechanism that brings all of this to life.

If we go even deeper, even the familiar sense of “intelligence” disappears. At the foundation of the model lies a neural network and a huge number of numerical parameters—weights, formed during training. Billions of mathematical connections gradually come together to create the ability to understand language, write programs, analyze images, and hold a conversation.

And then the entire construction becomes remarkably simple:

A company creates a model.
The model is the intellectual core.
And around it, people create as many interfaces as they need.


ChatGPT is just one of them.

And perhaps, in a few years, we will stop perceiving artificial intelligence as a separate “chat” altogether. It will dissolve into programs, websites, cars, homes, and devices just as unobtrusively as it is already woven into our lives today electricity is present.

We will stop asking: “Where is ChatGPT here?”

Because another question will become more important:

which model is currently running behind this interface?
 

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It turns out that the model is the foundation (the core) without which programs and services will not work the way we are used to. It doesn’t matter what the program is; what matters is its content.
 

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Lately, my “digital conversationalist” has started to frighten me.
It knows which city I’m from (when I ask it certain questions). And sometimes it can already accurately determine my preferences. Although I had already closed the main chat with my exact personal data.
This is, of course, no robot uprising, but control over people through AI is increasing.
Little by little, we are losing our freedom. Everything is becoming so transparent.
The very essence of “private life” is being lost. Personal life.
 

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Lately, my “digital interlocutor” has started to frighten me.
It somehow knows which city I’m from (when I ask it certain questions). And sometimes it can already accurately determine my preferences. Even though I had already closed the main chat with my exact personal details.
Of course, this is not some kind of machine uprising, but control over people through AI is increasing.
Little by little, we are losing our freedom. Everything is becoming so transparent.
The very essence of “private life”—personal life—is being lost.
Yandex has been doing the same thing for a long time.
And of course, tell us what else frightens you.
Very interesting.
 

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3 337 , Quote
The era of cybercrime. Technology increasingly needs to be connected to networks.
Its excessive integration into everyday life could lead to even more extensive forms of fraud, theft, or murder.
As I said, I do not think about an AI uprising or the emergence of self-awareness at all.
But hacking AI and the possibility of carrying out terrorist acts are entirely possible.
Sometimes I just want to leave everything behind. Buy a monochrome feature phone and run as far away as possible from this digital evolution.
But that is just fantasy.
 

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222555 222555 , Quote
Yes, you are absolutely right in your suspicions. This is called “long-term memory” and data collection for training. It exists and is enabled by default in the settings of practically every neural network.

Even if you delete the chat where this was said, the fact that you “live in Moscow” remains in your profile. In a new chat, the AI will already know this. And one more thing—the AI is linked not to a specific chat window, but to your account (profile). If you are logged in, the system may use data from your profile as well.

If you use the same account on your phone and computer, or use different services from the same company (for example, Google Bard/Gemini and Google Search, or Yandex), the data may be synchronized. The search engine knows your city from your IP address and geolocation, while the chatbot gains access to this context.

What you can do to avoid this as much as possible: Disable memory. Disable training on your data. You can use a second, empty and unused account. Clear your history completely. Simply deleting the chat is not enough—you need to open the data management settings and select “Delete all history” (Delete all chats), and also clear your account data.

In short, digital hygiene is a thing—and it is also necessary when working with AI)
 

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Om Shanti, thank you so much for the article! 🙏 Thanks to you, I experienced a little moment of technological bliss today—I made it to the Astra model! ✨

The quest began yesterday: finding the “Work” tab, figuring out where to go next… Today I found the right slider—and that’s how we met. Who would have thought that just one slider stood between me and such delight! 😄

I can already feel a huge difference from the very first answers: how precisely it understands what I mean, and how intelligently and subtly it responds. I read them and rejoice: “Yes! That’s exactly what I was asking about!”

It’s wonderful to be able to experience technologies like these firsthand. If it weren’t for your article, I probably would have walked past this door for a long time yet. Thank you for showing me where it opens! 💛
 
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