Welcome to the Scientific Publications Channel. Today, we will discuss the usage of ChatGPT in writing and publishing scientific articles. ChatGPT, which stands for Generative Portraying Transformer, is the most popular and advanced neural network this year and in the entire history of humanity. Discussions about it have not ceased since its launch at the end of 2022, and now almost every field of activity is trying to implement the usage of chat in its work.
In this article, we will explore whether such a smart artificial intelligence is truly beneficial for scientists in writing and publishing scientific articles. The history of language models began with the primitive T9 and continued with work on neural networks. They are based on a Transformer-type architecture, which allows them to find connections between individual words and create reliable sequences of words and sentences. Each model was improved using natural language processing and machine learning methods.
The foundation for creating ChatGPT was the GPT-3.5 model, which was packaged into a user-friendly and intuitive interface. Thanks to this, ChatGPT gained significant popularity, acquiring 100 million active users in just two months and receiving recognition as the most significant innovation achievement of the 21st century from Bill Gates.
Now, let’s get to our main question: Can ChatGPT help scientists in writing and publishing scientific articles? ChatGPT is a useful and potentially momentous tool that can change the approach to writing and scientific research. It easily reduces the time and effort spent on routine tasks and helps to prepare a draft version of your text. However, artificial intelligence is not yet ready to completely replace the work of a scientist. Writing a scientific research article requires not only theoretical knowledge of the field but also the result of your own research. Only you can conduct it. Therefore, it is not crucial to use ChatGPT in union with your own experience, knowledge, and practice.
It should be noted that artificial intelligence cannot generate new ideas, but it can organize and develop existing ideas of a researcher, thereby creating a draft of their project. ChatGPT will be an excellent assistant in information gathering, research summarizing, work planning, analyzing results, and many more. The chatbot can help you brainstorm and provide relevant information from your research area. It can identify gaps in the literature and consider potential methodological questions. Moreover, artificial intelligence is an excellent tool for analyzing and summarizing a large volume of data. You can provide the language model with data obtained through surveys or other methods and ask it to analyze or interpret the data. ChatGPT allows quickly and accurately identifying patterns and trends that may not be easy to catch for a human. However, any information obtained from ChatGPT should be carefully verified, as the analysis still counts with errors. ChatGPT results should not be used as a replacement for human judgment and should always be reviewed by experts before making any critical decisions.
Like any new technology, artificial intelligence has its limitations. The most significant limitation of ChatGPT is its database. Specifically, all the information ChatGPT was trained on dates back only to 2012. Therefore, the chat is greatly outdated in events that have occurred since then, and it may provide outdated or completely fictional information. Additionally, the neural network doesn’t have constant access to the internet, which raises doubts about the reliability of information. Sometimes, ChatGPT may generate text that seems coherent but is meaningless and unrealistic. Relying entirely on ChatGPT is unadvisable under any circumstances. In fact, it’s unlikely that it will even write simply overfeed correctly. Another feature of ChatGPT is that the quality of information output depends on the quality of its input. Therefore, to work more effectively with ChatGPT, it is important to learn to work with it technically and provide high-quality input.
The advanced version of the language model requires a paid subscription. This equation of copyright is a particularly important issue. Should it be asserted that authorship of the text created by artificial intelligence belongs to an individual who has not engaged in any intellectual activity aimed at writing the work? But rarely formulated and brings requests for the text creation by the program. Clearly, the answer is no. Otherwise, the essence of copyrighting is reliant on human intellectual effort.
An interesting story involved a researcher named Rafael Luke. Not only did it cause a significant resonance within scientific circles, but it also has the potential to become a part of the history of scientific ethics. The researcher utilized ChatGPT in his writing process and published one scientific article. It took him 37 hours to enhance his index availability. This story became the first public instance of suspicion regarding the unethical usage of ChatGPT in scientific work.
Currently, there are already specialized means for identifying text generated by artificial intelligence. The UNESCO website has published an information piece titled ‘UNESCO Calls on Governments to Implement Global Ethical Frameworks Immediately.’ It addresses the fact that in response to calls from over 1,000 technical workers to suspend research on the most powerful artificial intelligence systems, UNESCO urged countries to probably fully implement the provision of the recommendations on artificial intelligence ethics.
In conclusion, as confirmed by the language model itself, ChatGPT is capable of enhancing work efficiency and ultimately a range of routine tasks. It can aid in preparing a draft model of a scientific article, as well as analyzing and organizing the results obtained from work. However, it’s essential to remember that ChatGPT is not a replacement for independent thinking and personal work. Each scientific work requires quality editing and extensive text revision to meet the high standards of international scientific journals. Simultaneously, it’s important to stay in touch with modern technologies and not to abstain from tools designed to optimize and enhance our productivity.
In conclusion, a few words for those who believe that ChatGPT will diminish the significance of scientists and take away their work: When people first switched from manual labor to using tractors, it also deprived many of the opportunity to work manually in the fields. However, this was a necessary stage in technical evolution, which ultimately gravely improved our lives. We are confident that the same will hold true with artificial intelligence. So, continue to pursue your noble goals and also subscribe to our channel to stay updated on the latest news in the world of science and technology as a whole. Please share in the comments below whether you use ChatGPT in your scientific activities. See you in the next videos, and don’t forget to press the like button.
