Dark matter halos are theoretical structures that surround galaxies and galaxy clusters, providing the gravitational framework that holds these systems together despite their apparent lack of visible mass. They are crucial for understanding the universe's large-scale structure and dynamics, as they account for the majority of the gravitational influence in galaxies, despite being composed of non-luminous material that does not emit or interact with electromagnetic radiation.