Dark energy analysis has emerged as a pivotal topic in modern cosmology, particularly in light of new data from the Dark Energy Spectroscopic Instrument (DESI).This groundbreaking research suggests that our understanding of the universe's expansion may need reevaluation as the characteristics of dark energy, often associated with a cosmological constant, appear to be changing.