《Season 2 of the Life Research Institute for Young Polytechnic Workers》Introduction to the documentary story

The first episode of 《Qinggongsuo2》 is themed “AI: Is ChatGPT generating a mind? It leads the audience to gain an in-depth understanding of the development process of artificial intelligence and dismantle the underlying logic of GPT.By taking stock of the development process of AI, researcher Xiaofan explained to the audience how ChatGPT achieves ”speaking in human language, how to answer nonsensical questions “seriously, and explored AI's understanding of ”meaning in Chinese.In addition to discussing popular AI technology and interesting issues, this program also covered topics such as car safety, urban rainstorms, DNA storage, and chip manufacturing.

In this scientific explanation documentary, producer Xie Lin said: Science is different from technology. Science raises questions.Everyone can try to find their own understanding through scientific methods.%This sentence profoundly illustrates the essence of science, which is the pursuit of truth through questioning and empirical evidence.Science is a field of constant exploration and progress, and the development of artificial intelligence is the combination of science and technology.

First, researcher Xiaofan introduced the development process of artificial intelligence to the audience.From the earliest machine learning to today's deep learning, the development of artificial intelligence has gone through many stages.Through a combination of pictures and texts, he showed the audience the great achievements of artificial intelligence in the fields of image recognition, natural language processing and other fields.At the same time, he also mentioned the limitations of artificial intelligence, such as the challenges in understanding emotion and creativity.

Next, Xiaofan deeply dissected the underlying logic of GPT.GPT is a natural language processing model based on deep learning, which can learn the rules and semantics of language through a large number of corpora.He explained how GPT achieves text understanding and generation through multi-layer neural networks.Through Xiaofan’s explanation, the audience had a deeper understanding of the working principle of GPT.

In the second half of the program, Xiaofan showed ChatGPT’s answers to nonsensical questions.Through training, ChatGPT was able to understand and answer some seemingly meaningless questions, which aroused the interest of the audience.Xiao Fan explained the principle behind this, that is, by learning the semantic and grammatical rules in a large amount of text data, GPT can infer the meaning of the question and give corresponding answers.The audience has thought more about AI's language understanding capabilities and creativity.

Finally, Xiaofan also explored the question of whether AI has a mind.He introduced the audience to the definition and characteristics of the mind and raised some possibilities of whether AI has a mind.Through this exploration, the audience had more thoughts about the cognitive ability and consciousness of AI.

In addition to AI-related topics, the program also touches on some other technological issues, such as car safety, urban rainstorms, DNA storage, chip manufacturing, etc.These topics demonstrate the application and development of science and technology in different fields, and also provide the audience with more opportunities to think and understand science.