摘要： Why the burst of the bubble is important? After the burst of the subprime mortgage bubble in 2008, it has caused a huge impact on the global economic situation. What factors will cause the formation of a bubble in the securities market? If accurately predicting the timing of the bubble is possible, it will be a great importance for the supervision agency to stabilize the market and investor trading strategies. Overall, before investing, it is necessary to understand what the bubble is.
摘要： Design science research (hereafter DSR) is a relatively new approach to research (Reubens, 2016) with a goal to construct a new reality (i.e. solve problems) instead of explaining an existing reality, or helping to make sense of it (Iivari and Venable, 2009).
摘要： Generative AI language models like OpenAI’s GPT-2 produce impressively coherent and grammatical text, but controlling the attributes of this text — such as the topic or sentiment — requires architecture modification or tailoring to specific data. That’s why a team of scientists at Uber, Caltech, and the Hong Kong University of Science and Technology devised what they call the Plug and Play Language Model (PPLM), which combines a pretrained language model with one or more attribute classifiers that guide novel text generation.
摘要： While much work in data science to date has focused on algorithmic scale and sophistication, safety — that is, safeguards against harm — is a domain no less worth pursuing. This is particularly true in applications like self-driving vehicles, where a machine learning system’s poor judgment might contribute to an accident.