Dark energy analysis is reshaping our understanding of the universe and its expansive nature.Recent investigations from the international Dark Energy Spectroscopic Instrument (DESI) collaboration highlight a potential shift in our perception of dark energy, a force believed to drive the universe's accelerating expansion.