The development and application of ChatGPT4.0
In early March 2023, the host of CBS interviewed Geoffrey Hinton, who is recognized as the godfather of artificial intelligence, at the Vector Institute in Toronto. In the 40-minute interview, Hinton described the current field of AI machine learning and talked about the chatbot ChatGPT.
Hinton believes that now is a critical moment in the field of AI machine learning. Large-scale language models like ChatGPT demonstrate the great potential of artificial intelligence techniques. General public interest in the field has also grown rapidly, as companies such as Microsoft have released new products that have brought awareness to what these large language models have accomplished over the past five years.
In the interview, Hinton talked about his first experience using ChatGPT. He said ChatGPT didn't surprise him because he has used many similar ones. But GPT-2, an earlier language model, and one from Google surprised him by actually explaining why a joke is funny. For many jokes, these models can tell you in natural language why they are funny. These achievements demonstrate the continuous progress and development of artificial intelligence technology.
While ChatGPT didn't particularly surprise or impress Hinton, he was surprised by the public's reaction to it. He believes that ChatGPT is one of the fastest growing applications, which is a good sign.
Hinton also talked about his leadership in the field of artificial intelligence. He pointed out that there are two schools of thought in the field of artificial intelligence. One is mainstream AI, and the other is about neural networks. Mainstream AI argues that AI is about reasoning and logic, while neural networks argue that we better study biology because those are the things that really work. According to Hinton, they learned to formulate theories based on changes in the connections between neurons, which is very effective. In the long run, neural networks are successful, but in the short run, more research and exploration is needed.
The continuous progress and development of artificial intelligence technology will have an important impact on the development and application of Web3.0. Web3.0 is the next generation of Internet, and it is still under construction. Its infrastructure includes blockchain technology, artificial intelligence technology, intelligent ecological network (IEN), Internet of Things technology, etc. Its core lies in decentralization, intelligence and security. . In the future Web3.0 era, artificial intelligence and machine learning will become an important pillar, bringing us a smarter, more efficient, and more convenient experience. Chatbots like ChatGPT have demonstrated the great potential and future direction of AI technology. With the rise of blockchain and decentralization, Web3.0 will become an ideal platform for artificial intelligence and machine learning.
Web3.0 can achieve a perfect balance between data sharing and data privacy protection, allowing people to store, process and share data more securely, thereby providing more and better data for AI algorithms. At the same time, Web3.0 can also break the status quo of data islands, liberate data from various applications, and provide AI algorithms with a wider and richer data source, thereby improving the accuracy and practicability of AI algorithms.
In the era of Web3.0, we can also expect more AI algorithms and applications, such as blockchain-based decentralized AI training, smart contract-based AI prediction market, cryptocurrency-based AI data market, and more. These applications will greatly promote the development of artificial intelligence and machine learning technology, bringing us more innovations and changes.
With the continuous development of artificial intelligence and machine learning technologies, Web3.0 will become an ideal platform to realize these technologies. We can expect more AI applications and algorithms to emerge, bringing us more convenience and changes.