Dark energy evolution is a central focus of contemporary cosmological research, shedding light on the mysterious force that drives the universe's acceleration.Recent findings from the Dark Energy Spectroscopic Instrument (DESI) collaboration, a groundbreaking international effort featuring scientists from institutions like Harvard, indicate that this enigmatic energy, often equated with the cosmological constant, may be changing over time.