Some of my views and thoughts on ChatGPT

Some of my views and thoughts on ChatGPT

1. What is ChatGPT

1.1 What does ChatGPT do?

The full name of ChatGPT is Chat Generative Pre-trained Transformer. It is a chat robot program launched by OpenAI in the United States. It is a natural language processing tool driven by artificial intelligence technology. Interact with context, chat and communicate like humans, and even complete tasks such as writing emails, video scripts, copywriting, translation, code, and writing papers.

1.2 Release time of ChatGPT

ChatGPT was released on November 30, 2022

1.3 Icon of ChatGPT

2. Similar programs of ChatGPT and the superiority of ChatGPT

2.1 Similar programs of ChatGPT

Baidu's Wenxin Yiyan, Google's Bard, Fudan University's Moss, etc.

2.2 Advantages of ChatGPT over others

1. Introduce new technology RLHF (Reinforcement Learning with Human Feedback, that is, reinforcement learning based on human feedback)
2. Extremely high ability in code
3. ChatGPT can be trained into different models, such as in the online part of catering and other industries Acting as customer service, etc.
4. ChatGPT can continuously learn in the interaction with users, which is not considered progress. It can continuously improve its own capabilities and continuously improve user satisfaction. 5. OpenAI has always attached great importance
to the privacy and security of users, to a certain extent It can better protect user privacy, although there may be some problems (see 3.1 below)
6. ChatGPT gives you more direct answers, instead of jumping out of articles and advertisements like search engines, and the quality of articles is still uneven

2.3ChatGPT has open sourced part of the code

As we all know, ChatGPT has open sourced the plug-in source code of the knowledge retrieval library on GitHub, here is a link:
ChatGPT knowledge retrieval plug-in source code - GitHub
This retrieval plug-in allows ChatGPT to search the content of a vector database, such as from (Milvus, Pinecone, Qdrant , Redis, Weaviate, or Zilliz) as an index search and add the best results to the ChatGPT session, provided, of course, that the database content has been licensed by the individual or organization.
This allows developers to add the content they are authorized to use in search plugins and ask questions or express needs through natural language to get the most relevant document snippets from their data sources (such as files, comments, emails or public documents).

3. My opinion on ChatGPT

(I am just a middle school student, my views on ChatGPT may be superficial, please don’t take it seriously)

3.1 Security issues

Reference article: "Fengshen"'s ChatGPT was exposed to bugs: "Be careful, your chat history will be seen by other users!"
As mentioned above, some users reported that they saw other chats while using ChatGPT. User's chat history

As mentioned at the beginning, it was a Reddit user who first discovered and raised the issue of ChatGPT.
Last weekend, when he opened the ChatGPT web page, he accidentally found that there were many unfamiliar conversation titles in the chat history column: "ChatGPT or have I been hacked? I have never had these conversations..." I thought there were
only A few people have encountered this situation, but it can be seen from the comments on this post that there are not a few: "I also encountered the same thing", "This happened to me just now".
In addition, a Twitter user Jordan L Wheeler also posted a post reflecting the same problem: "If you use ChatGPT, be careful, because your chat history may be seen by other users! Today, I saw another user's Chat records.”

Link to the original text: * “Fengshen”’s ChatGPT has been exposed to bugs: “Be careful, your chat records will be seen by other users!”

This makes me worry about the security of ChatGPT. For example, if an employee of a company uses ChatGPT to modify the confidential code used by his company's products, if it is seen by others, won't it cause losses to the company?
A ChatGPT spokesperson noted: "The company has temporarily disabled ChatGPT after hearing these reports. Also, the bug did not expose the full conversation transcript, only a brief descriptive title."

3.2 Some recent discussions

3.2.1 Contents of discussion

ChatGPT recently solved a math problem posed by Wei Shen (Wei Dongyi), an assistant professor of Peking University. ChatGPT encountered many problems in the process of answering, but this problem was solved by a second-year student up.
Related Links: GPT-4 Challenge Failed! This question posed by "Wei Shen" of Peking University became popular.
Topic:

Problem-solving method:

3.2.2 Who is Wei Dongyi?

Wei Dongyi, born in Jinan, Shandong in 1991, is a native of Dongyang, Zhejiang. He is an assistant professor of Peking University and a researcher of the Differential Equations Department of the School of Mathematical Sciences of Peking University.
　　Wei Dongyi entered the Middle School Affiliated to Shandong Normal University in 2007; participated in the 49th International Mathematical Olympiad in 2008 and won the gold medal with full marks; participated in the 50th International Mathematical Olympiad in 2009 and won the gold medal with full marks; In 2010, he was recommended to study at Peking University; in 2014, after graduating from a bachelor’s degree, he studied in Peking University for master and doctoral studies; in 2018, after graduating from a Ph. Received the Green Orange Award from the Bodhidharma Academy.
　　Wei Dongyi's main research areas are partial differential equations and geometric analysis.

3.3 Some more thoughts on this

Many netizens who use ChatGPT have found that their dependence on ChatGPT is gradually increasing. When writing copywriting and writing code, they all rely on ChatGPT. However, AI cannot replace humans after all, and humans cannot rely too much on AI.

4. Summary

In general, ChatGPT is a good helper for our life and work, but we should not rely too much on it

5. References

1. Wei Dongyi
2. GPT-4 challenge failed! This question posed by "Wei Shen" of Peking University became popular
3. The ChatGPT of "Fengshen" was exposed to bugs: "Be careful, your chat records will be seen by other users!"
4. ChatGPT
5. The ChatGPT of "Fengshen" was exposed Bug: "Be careful, your chat history will be seen by other users!"
6. OpenAI loses another "king bomb": ChatGPT "seal" is lifted, and you can connect to the Internet and search!