Dark energy is one of the most intriguing concepts in modern cosmology, fundamentally shaping our understanding of the universe's destiny.Recent advancements in dark energy research, particularly within the DESI collaboration, suggest that this mysterious force, often equated with the 'cosmological constant', may not remain static but instead could be evolving.