This research is inspired by a pair of Chinese homophones "propensity" (勢) and "form" (式), pronounced as shi. What is the difference between them? How does this difference lead us to reconsider the exercise philosophy of tai ji quan? By observing the constant transformation of propensity and form ("qi facilitates propensity; propensity drives qi"), this paper aims at initiating new thinking on the issue of tai ji "quan shi." The paper will start with a genealogical approach to the transformation of body form and qi shi by mapping out various theories of qi, shi, and force. "Propensity" is usually based upon a certain "form": form comes with propensity, which is established upon form. Through the accumulation of invisible inner forces, "propensity" could be visually externalized as outer "form." "Propensity" is mainly defined in temporal terms, as an event that points to the "concrete duration" of dynamic energy flow and a transformation between the potentiality and the reality. "Form" is mainly defined in spatial terms, as a representation of the inactive past and a pedagogical paradigm for the mimetic reproduction of body movements. Tai ji quan underscores an incessant cycle of "ongoing propensity" in which all seemingly static forms are loaded with surging forces and every seemingly static pose serves as the envelopment of the previous one and simultaneously the development of the next one. Therefore, "shi" in tai ji quan should be better understood as a dynamic "propensity" than a static "form." Tai ji quan shi will thus no longer be regarded merely as a set of poses with its prescribed measures, routes, gestures, steps, connections, and the integration of senses and mind; rather, it is a dynamic flow of qi as forces released from the principle that "qi facilitates propensity; propensity drives qi."