Dark energy, the mysterious force believed to be driving the accelerating expansion of the universe, is at the forefront of contemporary astrophysical research.Recent findings from the Dark Energy Spectroscopic Instrument (DESI) collaboration indicate that this enigmatic entity, often considered a cosmological constant, may be diminishing in strength over time.