Dark energy has emerged as one of the most fascinating yet elusive components of our universe, driving its accelerated expansion and challenging our understanding of fundamental physics.Often equated with the cosmological constant, this mysterious force could be weakening over time, prompting a reassessment of the standard model of cosmology.