I know that generating will consume server resources. You can set up to generate preview pictures, and points will be deducted only after downloading. Otherwise, the pictures are not what we want and it will be a waste of points. Points are very expensive. I have purchased it for life and feel that the points are not enough and it is expensive. If you feel that previewing consumes resources, I suggest you deduct 10-20% of points. It is normal for users to pay, but if the output is not what I want, does it involve fraud? Or the model is incomplete There are many platforms in the market that provide such preview services, and the fees should be considered valuable by users. The above is the part that belongs to the image generation category. In addition, can we consider a lifelong chatbot? If the points limit is exceeded every hour or less than three hours, it will be temporarily used. Point deductions are really too expensive...