How artificial intelligence AI works and uses

chatgpt chat software is a very fun intelligent chat software, if you feel that life is very boring, or no one can tell your troubles, then this software must be very suitable for you.

Xiaofan AI is a professional intelligent assistant that can help you handle various work tasks quickly and efficiently. It includes powerful speech recognition and natural language processing capabilities to understand user commands and respond quickly.      

 ChatGPT is a chat robot based on GPT (Generative Pre-trained Transformer). It understands natural language, mimics human thought patterns, and responds with meaningful content. Compared with other chatbots, ChatGPT has higher dialogue quality and smarter dialogue style. Even in complex contexts, the associated context, whether it is an individual user or a business customer, can benefit from ChatGPT's advanced technology and intelligent services.

If you need to quickly process e-mail, scheduling, file management, meeting minutes and other work tasks, Xiaofan AI can allow you to complete these tasks more efficiently. It can analyze large amounts of data using machine learning and artificial intelligence technology to provide personalized recommendations, helping you save time and effort.

In addition, Xiaofan AI also supports cross-platform use, you can install and use it on computers, mobile phones, tablets and other devices.

On March 15, 2023, OpenAI officially launched GPT-4. GPT-4 is a multi-modal large model, which supports image and text input and text output. It has a strong ability to recognize images, and the text input limit has been raised to 25,000 characters. The characteristics of GPT-4 are, first, it has a larger number of training; second, it supports multiple output and input forms; third, it has stronger learning ability in professional fields. In March 2023, Google announced that ChatGPT-Bard officially started testing.

On March 24, 2023, OpenAI announced that ChatGPT supports third-party plug-ins, which lifted its limitation of not being able to connect to the Internet.

Technical logic
Combined with the underlying technical logic of ChatGPT, some media have listed the potential industrialization direction of ChatGPT in the short to medium term: inductive text work, code development related work, image generation field, and intelligent customer service work.


An important reason for the attention of the core competitiveness ChatGPT is the introduction of a new technology RLHF (Reinforcement Learning with Human Feedback, that is, reinforcement learning based on human feedback). RLHF solves a core problem of generative models, that is, how to make the output of artificial intelligence models consistent with human common sense, cognition, needs, and values. ChatGPT is the result of technological progress of AIGC (AI-Generated Content, artificial intelligence generated content). This model can promote the use of artificial intelligence for content creation, improve content production efficiency and richness.

Technical limitations
 There are still limitations in the use of ChatGPT, and there is still room for optimization of the model. The upper limit of the ability of the ChatGPT model is determined by the reward model, which requires a huge amount of corpus to fit the real world, and has high requirements for the workload and comprehensive quality of the annotators. ChatGPT may create knowledge that does not exist, or subjectively guess the intention of the questioner, etc. The optimization of the model will be a continuous process. If the iteration of AI technology falls short of expectations and the optimization of NLP models is limited, the development progress of related industries will be affected. In addition, the ChatGPT profit model is still in the exploratory stage, and the progress of subsequent commercialization remains to be seen.

 

Guess you like

Origin blog.csdn.net/Merissa_/article/details/130576138