Dark energy is a mysterious force that plays a pivotal role in the universe's accelerating expansion, raising compelling questions in astrophysics research.Recent findings from the Dark Energy Spectroscopic Instrument (DESI) collaboration highlight the potential evolution of dark energy, which has been traditionally viewed as a cosmological constant.