ChatGPT, Chat Generative Pre-trained Transformer (Chat Generative Pre-trained Transformer), is an artificial intelligence developed and strengthened by OpenAI based on the GPT-3.5 architecture (currently updated to GPT-4, but only for Plus users). The intelligent chatbot program is also a typical representative of Generative AI.
What is the function of ChatGPT? Using ChatGPT, users can not only interact with the program like a natural dialogue between humans, but also allow it to automatically generate complex text (such as stories, papers, planning proposals, etc.). The latest GPT-4 that was launched some time ago can also solve tasks that require abstract reasoning and strong thinking skills across the fields of mathematics, coding, vision, medicine, law, psychology, etc., without any special prompts. Many tasks have reached the human level.
Since the launch of ChatGPT-4.0, judging from the current public test results, it has passed the Google L3 engineer entry test and the American college entrance examination, and the quality of its written papers is higher than that of ordinary students.
We must fully realize that, like other artificial intelligence technologies, the operating base of ChatGPT-like technologies is computing power, algorithms, and data. With the support of computing power and algorithms, some content is "naturally generated" and fed back to users after the training of the data set. The quality of the generated content is subject to the running algorithm and the training data set, which is different from the current search engine. What the search engine feeds back to the user is a directional link, and the user can choose to refer or not to refer to it, and the final decision is made by the user.
However, unlike search engines, ChatGPT feedback is an algorithm-generated answer that directly makes decisions for users, and users may not be able to judge whether such answers are correct or biased. Therefore, ChatGPT cannot be used as an independent application for users to make decisions. However, ChatGPT's powerful content generation ability and contextual summarization ability can indeed become an important assistant for some applications.
What did the advent of ChatGPT bring us? First of all, we cannot deny that the advent of ChatGPT brings us shocks and surprises. Ordinary people are often unable to have a more real feeling about the progress of technology in real time, so the emergence of ChatGPT has broken the knowledge barrier between insiders and outsiders, and we intuitively feel that the development of technology has reached this point .
In addition to bringing us brand new technologies, ChatGPT has a wide range of application scenarios in various industries.
AIGC
Since it is said that ChaGPT has to mention AIGC. AIGC uses artificial intelligence technology to generate content. Compared with UGC (user-generated content) and PGC (professional-generated content) in the era of Web1.0 and Web2.0, AIGC, which represents content conceived by artificial intelligence, is a new round of change in content production methods, and AIGC content is in Web3. There will also be exponential growth in the 0 era.
The emergence of the ChatGPT model is of great significance to the AIGC application of text/speech modalities, and will have a major impact on the upstream and downstream of the AI industry.
Combination with other technologies
ChatGPT can be used in combination with other artificial intelligence technologies, such as natural language processing technology, computer vision technology, etc. This will further expand the application fields of ChatGPT, such as: smart customer service, smart home, smart medical care, etc.
As the future development trend of artificial intelligence technology, artificial intelligence for content generation (AIGC) represented by ChatGPT will penetrate into all walks of life. In this process, ChatGPT technology, as an auxiliary technology, cannot completely replace other applications, but generates value by embedding existing applications or creating new business formats, which will have a significant impact on the development of various fields in our country. Influence.
In conclusion, ChatGPT, as a natural language processing technology, has a revolutionary impact, but also faces some challenges and problems. In the future, ChatGPT has broad application prospects and potential, and can bring more convenience and benefits to human life and work.