Dark energy has emerged as one of the most enigmatic forces in modern cosmology, playing a pivotal role in the accelerating expansion of the universe.Recent findings from the international Dark Energy Spectroscopic Instrument (DESI) collaborations suggest that this elusive component, often equated with the "cosmological constant," may actually be weakening over time.