What is chatGPT
You must have heard the name chat GPT by now, but you may still need to learn what chatGPT is and why it has become so famous. Chat GPT is an advanced technology that allows users to interact with programs and their computers as a whole intelligently. This means we are one step closer to making computers more intelligent. The chatGPT robot is a revolution in deep learning techniques that brilliantly tries to understand the meaning of human speech.
Many users of this robot were surprised by its answers and did not believe that a computer could talk to them so clearly. But what do you think is the reason for the ability of chatGPT artificial intelligence and how it can analyze messages so well? What technology is used in the chatGPT bot, and where did it get so much information? These questions come to everyone when they get to know this humanoid robot. In this article, we will discuss GPT chat and how it could become like humans.
What is ChatGPT?
In answer to the question of what chatGPT is, Chat GPT (Generative Pre-trained Transformer) is a language model chatbot built based on artificial intelligence. This intelligent robot was made by OpenAI using GPT-3.5 technology, the most advanced language model. This robot can significantly interact with humans in the form of conversation. A conversation does not mean only formal conversations. ChatGPT can communicate with humans simply in a conversational way and give you answers that make you feel like you are talking to a human. But that’s not all the art of ChatGPT. It might be interesting to know that JPT Chat can solve your scientific and specialized problems!
For example, you can ask him to give you a programming code, and then you will see how he will surprise you by writing code with different strategies. Or, for example, ask him about scientific issues in different fields to see what kind of genius you are dealing with. The purpose of ChatGPT is not only to answer the numerous questions of users. This robot seeks to learn more, using reinforcement learning with human feedback (RLHF). It has an additional educational layer that uses human feedback to improve learning and provide satisfactory answers.
Who created ChatGPT?
We said that this robot, or rather technology is the product of the big artificial intelligence company OpenAI. When you hear the name OpenAI, you probably remember Elon Musk, one of this company’s founders. But now he no longer works in this company and has given it up. This company’s CEO is Sam Altman, and OpenAI is based in San Francisco.
The principal fame of OpenAI is due to the presentation of its famous deep learning model, DALL·E, which can create a series of images from text instructions, which are called prompts. One of the most influential investors of OpenAI is Microsoft, which cooperates with it in the field of Azure artificial intelligence platform development.
GPT-n is one of the important projects of the OpenAI company, whose 3.5 generation has been released to date, and the same generation was used in the ChatGPT robot. It is interesting to know that the engineers of this company consider the next generation, GPT4, to be a fundamental revolution in the field of language models, so we must wait for new shocking news in the future.
The exciting thing is that Microsoft, which previously invested 1 billion dollars in this company, has now increased this figure to 10 billion dollars; This means that OpenAI has bright prospects.
How do LLMs work?
You must have understood what ChatGPT is by now. We said that this robot is considered a big language model. LLMs are trained on massive amounts of data to predict what words should go where accurately. Increasing the amount of data improves the ability of these linguistic models to make more accurate predictions. According to statistics from Stanford University, GPT-3 has 175 billion parameters located on 570 GB of training text. It is right to know that this figure for its previous generation, GPT-2, was equivalent to 1.5 billion parameters.
This scale increase has caused the model’s behaviour to change significantly, and it can do things it has not even been trained to do. For example, a smooth translation from English to another language, even though there are few language teaching examples.
LLMs predict their following using a series of words in the same sentence and subsequent sentences. Something similar to autofill or so-called autofill. This ability enables the robot to write a paragraph or more relevant and helpful content. However, an LLM cannot always give the best answers; Because he does not know precisely what man wants and what he is looking for. This is where ChatGPT’s Reinforcement Learning with Human Feedback (RLHF) capability comes in and helps it improve.
What distinguishes ChatGPT from a simple chatbot is that it can better understand the human purpose and give valuable and honest answers. ChatGPT may challenge specific questions and remove parts of the question that do not make sense. ChatGPT is several steps beyond a simple LLM tutorial to predict the following words.
What is the information source of ChatGPT training, and where did it come from?
GPT-3.5 is based on a considerable amount of data about code and information from the Internet collected in various fields. Also, to bring this tool closer to human language from the answers of users on the Internet in the fields differently. For example, this bot is trained from essential sources such as Reddit discussions to help ChatGPT answer your questions in a human-like manner. Along with this data, ChatGPT is trained using RLHF to understand precisely what kind of answer a human is expecting when asking a question. In other words, your answers are a source of information for ChatGPT training, and it is learning from it.
The data used for ChatGPT is so massive that it can teach the bot the nuances of conversations and even the correct grammar. Besides, the quality of these data allows the model to produce the best answers. Collecting data in different languages and dialects has also made ChatGPT provide a variety of high-quality and realistic output. Where can such data be found? Right from internet sources and countless sites in different languages.
What is the use of ChatGPT, and where can it be used?
Let’s see the use of chatGPT and where this noisy and revolutionary technology comes in handy. All, if a robot can talk like us, what kind of knot will be opened from human work? Of course, a big artificial intelligence company has big goals for its projects. But the purpose of this technology is not clear. But in general, it can be said that actual uses of ChatGPT include the following:
- I wrote programming codes and developed special programs in different languages that increased the speed of the development of tools.
- They wrote stories and created different scenarios with better ideas than an average person.
- We are troubleshooting programming codes and improving the ability of coders.
- He explains complex concepts in a thoroughly scientific way using comprehensive information about various topics.
- Planning and scheduling for various goals, such as carrying out a project, diet, or training program.
- I am making tools brighter by understanding people’s needs.
- And thousands of other uses that may have in different fields.
ChatGPT limitations
Like any other technology, ChatGPT is not free of problems. This technology has a long way to go and is still at the beginning of its progress. ChatGPT currently has a series of fundamental limitations that openAI itself has pointed out and is trying to fix. So let’s see what the most significant limitations of ChatGPT are:
- Restriction on answering: ChatGPT is programmed in a particular way to avoid wrong answers and
- Do not present irrelevant. Therefore, it avoids answering some questions.
- The quality of the answers depends on the quality of the instructions: One of the most significant limitations of ChatGPT is that the quality of the output depends on the quality of the input. In other words, specific and professional instructions get better answers.
- Answers are not always correct: ChatGPT is constantly trained to give you the correct answer, But you can trick him so that his answer is wrong, or he can trick you and show you a wrong answer by mistake. Some users claimed that the answers given to them were 100% wrong and not even close to the answer.
One of the problems that these restrictions created in recent months was related to one of the popular programming sites. Many users of the Stack Overflow programming question and answer site used ChatGPT answers to answer other users’ questions, which seemed correct on the surface. But many of these answers needed to be corrected. So much so that it forced site administrators to ban users who post replies from ChatGPT.
Why does GPT chat have a bright future?
You must already know the point of ChatGPT among the technologies released so far and why it can be considered a revolution. This language has many attractive features and can be a powerful tool for text generation and machine translation; It will also have broad applications for language processing projects. But this is only part of the story. ChatGPT can give comprehensive and complete answers to human questions by using the large data set it has, Answers that may take years for an ordinary person to reach. If this robot evolves further, it can be a window to reach more and broader knowledge.
How to enter ChatGPT?
Well, now that we understand what chatGPT is and you know this tool well, you must be encouraged to use it. The good news is that ChatGPT has been made available to all users and is currently free. Of course, this access is one of the policies of the open company so that it can train and improve its robot using answers and feedback. You can use this robot for free by registering on the Open AI website. Just do the following steps:
First of all, enter the Open AI website. You can either log in through Google or enter the site directly by writing OpenAI.com.
After entering the site, enter the ChatGPT section and click on the Signup option.
Now you have to enter your email and then verify your email address.
Now you have to choose a password.
After this step, you must enter your personal information, including your name and surname.
Finally, it asks you for your mobile number, which you must verify. To verify, you must enter the code sent to the phone.
After this step, you will be shown a series of rules and instructions, which you can skip by pressing the NEXT option.
Finally, click on the DONE option to complete your registration process.
Now you enter the main page of the ChatGPT program, and you can chat with this intelligent robot.
The last word
We found out what ChatGPT is and why it got so big. This potent tool can be the best choice for language processing and human-computer interaction projects. ChatGPT can not only give accurate answers to humans; It also can create different scenarios and contents. This remarkable achievement, therefore, offers many exciting opportunities to explore language processing projects.
In addition to all these interpretations, there are also opposing views about this technology. Some experts and linguists claim that ChatGPT cannot think like people, and there is no element called emotion in its statements. Emory University law professor Matthew Sugg has proposed the theory of monkeys in expressing this point, which is as follows:
“An infinite number of monkeys can produce meaningful text by randomly hitting the keys of a typewriter. “
According to this theory, a machine may provide things similar to humans; however, there are inherent differences between what humans produce and what machines produce. This means that ChatGPT can explain quantum physics to you or write you a poem, But according to experts, the complete conquest of artificial intelligence is not possible anytime soon.
