Recently, a new AI robot "ChatGPT" has attracted a lot of attention. The chat robot can enable users to input questions in natural language, and answer questions in a conversational form, although it may be somewhat blunt. The robot will remember the main line of your conversation and use the previous questions and answers to give its next response. This is a great thing. Although the tool is not omniscient, it is very knowledgeable - its answers can be creative and sound authoritative. A few days after the release of ChatGPT, more than one million people have used it. So, what exactly is ChatGPT? What can it do for the Web? Next, let's have a look.

What is ChatGPT?

ChatGPT is a large pre training language model developed by OpenAI. This is a combination of GPT-3 models. GPT-3 can be trained to generate human like written responses in dialogue. ChatGPT is designed to be a chat robot, and we can adjust it to complete various tasks, such as answering questions, providing information or participating in conversations. Unlike many chat robots that use predefined responses or standard text generation, ChatGPT has been trained to generate responses based on received inputs, thereby generating more natural and diversified responses.

algorithm

The algorithm behind ChatGPT is based on Transformer architecture, which is a deep neural network using self attention mechanism to solve input data. Transformer architecture is widely used in natural language processing tasks such as language translation, text summarization, question answering, etc. Taking ChatGPT as an example, the model is trained on a large number of text conversation data, and uses its own attention mechanism to learn the pattern and structure of human like dialogue. This allows it to generate responses that are appropriate and relevant to the input it receives.

Use Case:

ChatGPT has many implicit use cases, including:

As a chat robot: ChatGPT is suitable for building chat robots that can talk with customers. This may be helpful for customer service because it can provide information or just for fun.

As a question and answer system, ChatGPT can be adjusted to answer problems of specific categories, such as those related to specific industries or topics. This is very helpful for establishing virtual assistants or other types of information provision systems.

As a dialogue agent: ChatGPT can be used to establish a virtual agent or avatar for dialogue with customers. This may be helpful for social networking applications, games, or other types of online platforms.

As a text generation tool: ChatGPT is suitable for generating human like text responses based on input data. This is useful for building content for social networks, websites, or other applications.

In general, the potential use of ChatGPT is very limited.

What can the GPT model do for Web3?

1. Learn the basic knowledge of Web3 (limited to materials in 2021 and before);

2. Automatically write some basic code (which must be adjusted by the programmer);

3. Assist in creation;

4. Used as a chat robot for discord, telegraph and other Web3 communities;

5. Use ChatGPT to generate prompt prompt words for AI drawing, and then use them for AI drawing;

6. Connect Web3 games for NPC dialogue system;

7. More possibilities

In the end, all the above may just be the beginning of AI+Web3. Frederic Besse from Google DeepMind and his JONASDEGRAVE also proposed the idea of running the entire virtual machine in ChatGPT. Kelvin Fichter, the core developer of OPLabs, also expressed his emotion.

Speaking of this, I believe you have a certain understanding of what ChatGPT is and what it can do for Web3. In general, the development speed of AI application is accelerating. Although these are useful for learning all kinds of information, they can also become potential ways of immoral situations, such as writing fake articles and plagiarism. Therefore, we believe that everyone who works and is interested in this field should understand the ethical issues in this field.