Almost overnight, ChatGPT became a new hot topic in many countries and regions around the world. After its launch in late November, ChatGPT quickly became the fastest-growing consumer app in history, registering more than 1 million users in just five days and topping
It can carry on a conversation by learning and understanding human language. It can also interact according to the context of the chat and assist humans to complete a series of tasks, such as writing emails, papers, and scripts, making business proposals, writing poems, and stories, typing code, and checking program errors.
Based on the analysis of ChatGPT's structure, it can be seen that it is a large pre-training language model developed based on Transformer algorithm architecture, which can complete a series of common text output tasks, including writing code, creating recipes, doing homework, writing novels, creating commercial copy and so on. Open AI positions its pair as a chatbot. Unlike other chatbots that generate text using predefined responses or rules, ChatGPT, after extensive data training, can generate responses based on the input it receives, resulting in a more natural and varied response.
ChatGPT is arguably the most advanced chatbot, and "smarter interaction" is the main reason why ChatGPT has attracted worldwide attention. For example, Open AI adds code understanding and generation capabilities to the model, greatly expanding its application scenarios. Moral principles are also added to enable ChatGPT to recognize malicious messages and refuse to give valid answers, thus improving the sense of interaction during the conversation.
The launch of ChatGPT provides users with an opportunity to participate in the workflow of AI technology and provides a way for users who have long been unfamiliar with AI applications to actually experience the development of AI technology. This is a milestone in the development of AI, meaning that AI technology has shifted from "behind the scenes" to "in front of the stage."
ChatGPT is primarily artificial intelligence, and currently, the "work" it can do and the areas where it can be applied are:
At present, although ChatGPT has certain limitations, it has covered all aspects of life and career, including but not limited to media, accounting, law, programming, finance, teachers, etc.
However, judging by its current level of use and intelligence, ChatGPT has a long way to go before it replaces human workers.
First of all, it is not intelligent enough to think maturely and work independently. For example, ChatGPT often gives a seemingly perfect answer that contradicts objective facts and realistic logic. From this perspective, ChatGPT will need a lot of machine learning and data to replace humans.
Secondly, ChatGPT's
However, how to obtain massive data at a low cost and safe for machine learning is also a common problem facing the development of the AI industry at present. To solve this problem, some people in the industry have proposed privacy computing, blockchain, and other solutions, but in terms of technological maturity, these technologies cannot fundamentally solve the problem.
ChatGPT will, as with other new technologies in the past, displace some jobs and create some jobs, including becoming an aid in many parts of the work process.
ChatGPT is actually a cooperative relationship with humans, like a machine that can free people's "hands.” It's actually a great tool. However, everyone should know that AI currently lacks human imagination, creativity, and empathy. For example, ChatGPT could not mention the exploration of new scientific principles and new knowledge by human beings, which need to be explored and put in the knowledge base so that it can learn quickly. The same is true for artistic creation. It seems that artificial intelligence can create artwork independently now. But in fact, it actually uses these materials in a regular way; it's a combination, or it's a simulation. Real artists will think that they are not valuable and creative works.