https://www.ibm.com/cn-zh/topics/generative-ai
Gen AI applications are a type of artificial intelligence that utilise Gen AI ;various processes including deep learning models, complex algorithms and neural networks, by accessing large training datasets to produce their own original content. They can be classed as machine learning technology. Students may use Gen AI applications to generate new content including text, sound, images, or video. They do this by analyzing patterns in existing data and then creating output, sometimes shaped by prompts and input from the user.
The term Gen AI refers to computational techniques that are capable of generating seemingly new, meaningful content such as text, images, or audio from training data.
1. transform model
tranditional article of transform model
Vaswani, A., Shazeer, N., Parmar, N., Uszkoreit, J., Jones, L., Gomez, A. N., Kaiser, L., & Polosukhin, I. (2017). Attention Is All You Need (arXiv:1706.03762). arXiv. https://doi.org/10.48550/arXiv.1706.03762
video for transform model
https://www.bilibili.com/video/BV1gG411a7bw/
2.international service
2.1 chatGPT from openAI
2.2 gemini from google
2.3 claude from anthropic
https://www.anthropic.com/claude
2.4 llama from meta
https://llama.meta.com/llama3/
3. Chinese service
3.1 metaso
3.2 kimi
3.3 yiyan from baidu.com
3.4 tongyi from aliyun
3.5 xunfei from iflytek
3.6 hunyuan from tencent
3.7 doubao from bytedance
3.8 suno (for music)
4.practice
4.1 search answers
prompt：authenticity in tourism experience
4.2 search codes for programming
prompt：how to import json dataset using python
4.3 summary
Wang, N. (1999). Rethinking Authenticity in Tourism Experience. Annals of Tourism Research, 26(2), 349–370. https://doi.org/10.1016/S0160-7383(98)00103-0
http://kaiwu.city/openfiles/rethinking_authenticity1999wang_ning.pdf
prompt：Please summarize this article in 300 words
4.4 OCR(Optical Character Recognition)
prompt：please OCR this image, and organize the information in a table
4.5 translation
prompt：please translate this into Chinese
prompt：please show me 8 editions of translation
4.6 data analysis
http://kaiwu.city/openfiles/tourist.csv
prompt：please summarize this dataset
prompt：how to use python to conduct frequency analysis for gender variable of this dataset
4.7 TTS (text to speech)
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https://en.wikipedia.org/wiki/Generative_artificial_intelligence
Generative artificial intelligence (generative AI, GenAI,[1] or GAI) is artificial intelligence capable of generating text, images, videos, or other data using generative models,[2] often in response to prompts.[3][4] Generative AI models learn the patterns and structure of their input training data and then generate new data that has similar characteristics.[5][6]