Metrics & MoreArticle Recommendations * sı Supporting Information CONSPECTUS: Miniature machines that are highly controllable have received widespread attention due to their potential applications in smart medicine and micromanipulation, especially those developed based on soft matter. The inherent compliance of soft matter can enhance the adaptability of miniature machines to a complex working environment or the objects being manipulated. Furthermore, with the rapid development of materials science and control technology, the emergence of various responsive soft matters has promoted the remote and even autonomous actuation capabilities of miniature machines as well as reconfigurable properties. Despite burgeoning efforts devoted to the programming and precise control of soft machines, the exploration of miniature soft machines is still in its infancy. Due to the nonlinearity of the response of active soft matter, a comprehensive understanding of the modeling and control of its deformation and actuation is needed. Besides, systematic study on on-demand programming of material components and physical properties at the submillimeter, micro-, and even nanoscale levels is also important. Hence, more in-depth research on the material composition, response mechanisms, and programming methods of soft matter is needed to promote the construction of novel and practical soft machines in the future.Based on the regulation of various physical fields or chemical substances, active soft matter can demonstrate controllable shapemorphing capabilities without restraint. Among the stimulation methods, the magnetic control strategy possesses outstanding advantages in terms of safety, controllability, and penetration depth, which endow magnetic soft matter with huge potential in fundamental study and engineering applications. Programmable magnetic soft matter provides a powerful platform to explore complex deformation patterns and locomotion behaviors in nature. Under the action of nonuniform magnetic torques generated by programmable magnetic stimulation, magnetic soft matter could undergo a series of reconfigurable morphological transformations.Besides, magnetic soft matter provides a promising solution for developing soft machines with optimized actuation speed and energy density. Therefore, through exquisite assembly and structural design, miniature machines composed of magnetic soft matter are compatible with many application scenarios, especially for biomedical engineering.In this Account, we provide a comprehensive overview of the recent significant advancements achieved by our group and others in terms of magnetic soft matter. First, we elucidate the interaction mechanism between diverse magnetic agents and actuation magnetic fields as well as various available matrices for magnetic soft machines, including polymer matrices, liquid matrices, and non-Newtonian fluids. We then illustrate the programming methods for encoding heterogeneous magnetization profile or magnetic particle orientation, as well as the development of 3D m...