While the education systems largely remain knowledge oriented and artificial intelligence started exploding to be used in education, this paper reviews Tagorean Human Capital Theory and substantiate cognitive symmetry breaking by combining a sociophysics approach to education and human capital development that builds on the legacy of Rabindranath Tagore. The development of this theory followed a rigorous process of empirical analysis, theoretical reflection, and statistical simulation. We analysed the current state of education, research, and economic development in several countries to identify areas where Tagorean principles could have the greatest impact. We developed the theoretical foundations of Tagorean Human Capital Theory by integrating Tagore's educational philosophy with insights from sociophysics and the XY model. We conducted a statistical simulation to explore the potential economic and social impact of this theory, using the XY model to simulate the effects of Tagorean principles on creativity in education. We discussed the findings of this simulation and the broader implications of Tagorean Human Capital Theory for education and human capital development, highlighting the potential challenges and opportunities associated with implementing this theory in practice. We provide a framework of cognitive symmetry breaking in education that is evident to be a critical criteria to stimulate creativity.