At present, AI models have demonstrated strong capabilities. What can they all do?
Drawing pictures
The Stable-diffusion has been used in the painting industry. Through it, you can draw beautiful pictures in a few sentences. You can even control the proportion of each part in the image, or modify the actions of the characters in it. Moreover, it also supports drawing new things on existing images. You can also use the LoRA models to enhance the performance of images. However, there are still many painters who oppose it because they believe that the paintings created by such models lack innovation.
Chatting with people
Recently, OpenAI, a company that does research into artificial intelligence, published their powerful LLM model–ChatGPT 4o. In fact, its great performance depends on the Transformer. The Transformer is a kind of neural network structures. When a input sentence come, it turns each word in sentence into high-dimension vectors. Then they are turned into a reponse word after performing many calculations. After that, the response word will be put into the Transformer again to get a new word… At last, these words formed a new response sentence. However, the Transformer itself is not enough. Scientists have developed the attention mechanism. In short, vectors can affect each other through it so that we can get better responses from the Transformer.
Assist in industrial production
Although unbelievable, many AI models have already been used in industrial production. Recently, Huawei released their Pangu intelligent model series, some of which are used in the steelmaking and mining industries. Through AI models, these industries can significantly reduce the required manpower and minimize material losses. In the future, AI will also be applied to some dangerous production industries, making workers' work safer.
AI is gradually playing an important role in our lives. We look forward to AI bringing a better future with the advancement of technology.