Dark energy is one of the most intriguing mysteries of modern astrophysics, fundamentally influencing our understanding of the cosmos.Recent insights from the Dark Energy Spectroscopic Instrument (DESI) challenge the previously held notion that this force is a static "cosmological constant." As the universe continues to expand at an accelerating rate, the interplay between dark energy and the distribution of matter reshapes our view of the cosmic web.