The rapidly changing landscape of copyright mining is witnessing a remarkable shift, with Machine Learning-powered cloud mining solutions emerging as a viable alternative to traditional hardware. This novel approach leverages powerful cloud-based servers and advanced algorithms to automate the mining process, optimizing for efficiency and reducing