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1. Time issue
In ancient China, a day was divided into 12 shichen, each corresponding to 2 hours. Therefore, when arranging horoscopes, the horoscopes for any 2-hour interval within the range are the same, and do not need to be very precise. (For example, the horoscopes generated between 5:00 and 7:00 are the same.)

The hours are as follows: 23:00–01:00 (Zi Shi), 01:00–03:00 (Chou Shi), 03:00–05:00 (Yin Shi), 05:00–07:00 (Mao Shi), 07:00–09:00 (Chen Shi), 09:00–11:00 (Si Shi), 11:00–13:00 (Wu Shi), 13:00–15:00 (Shen Shi), 15:00–17:00 (You Shi), 17:00–19:00 (You Shi), 19:00–21:00 (Xu Shi), and 21:00–23:00 (Hai Shi)
2. What is the difference between AI program calculation and directly using AI model for calculation
Currently, AI models are not mature enough for horoscope interpretation, and directly providing birth times can lead to numerous errors. Additionally, the models require other relevant information beyond horoscope interpretation. This program, developed by professional numerologists, calculates accurate horoscope information based on birth times. Through professional testing, it extracts core data from the horoscope and provides it to the AI model, resulting in relatively professional horoscope analysis

3. Issues with AI model calculation results
The program's calculation results are primarily output by DEEPSEEK or other models, rather than being manually calculated. Therefore, the accuracy of the test results cannot be guaranteed and are for reference only.