AICMP uses artificial intelligence technology for resource orchestration and data-driven decision-making. It improves the efficiency of mining resource utilization, ensures reasonable returns for small miners, enhances the adaptability of mining pools to market changes, and provides a new solution for the sustainable development of the Bitcoin mining ecosystem through innovative designs such as dynamic task allocation, network and market forecasting, fair profit distribution, and reinforcement learning optimization.