📈Introduction

Behavioral economics research shows that people's decisions are often influenced by subconscious biases, especially when assessing risks and rewards. In our framework, by providing long-term incentives for early investments, we can effectively motivate participants to continually invest resources and innovate technologically. This incentive mechanism not only enhances the efficiency of model development but also ensures that the interests of both parties in the collaboration are maximized.