December 14, 2025
Today I tried to build a bull-bear judgment model for my own use with AI, inputting multiple indicators such as the market's fear index, capital cost, funding rate, etc., and then calculating a weighted score based on the range of real-time data, finally providing a judgment on the current market's bull-bear status to assist my investment decisions.
The picture shows the version I am currently building, with conclusions drawn from today's data: bold buy. However, this version has not yet undergone optimization and historical data backtesting, so for now, I can only observe, but I am already feeling very shocked. I have always wanted to build a bull-bear judgment system, and I have previously written many judgment criteria, but now conclusions can be automatically derived through the model, which can be easily achieved with AI.
In addition to the bull and bear judgment model, I also plan to build a model for assessing the feasibility of project investments, which will also involve a comprehensive judgment based on multiple dimensions of data to assist me in executing buy and sell actions. Once the model matures, I can also share the raw data with everyone. It is still in continuous iteration, and I believe that with the help of AI, our investment decisions can become more scientific.
Recently, the market has been calm, sideways. Based on market sentiment and experience, I believe it is a good time to enter, but the four-year cycle makes me a bit uneasy, which is also one reason I plan to use AI to help with my judgments. For now, I will gradually invest in a systematic way and continue to iterate my model. Once the model is more mature, it can be used.
Thank you for your attention and likes.