One of the main challenges of CIM is that it requires specialized hardware that is designed to perform computational operations directly in the memory unit. This hardware can be expensive to develop and manufacture, and it may not be compatible with existing computer systems. In addition, CIM algorithms may be more difficult to design and optimize than traditional computing algorithms.