Dark energy has emerged as one of the most profound mysteries in modern cosmology, significantly influencing the universe's expansion.Recent findings from the international Dark Energy Spectroscopic Instrument (DESI) collaboration indicate that this enigmatic force, previously treated as a stable cosmological constant, may be weakening over time.