Caprylic acid works to reduce inflammation and lower the risk of atherosclerosis by interfering with harmful substances like lipopolysaccharide (LPS) and toll-like receptor 4 (TLR4). This interference helps prevent inflammation and the buildup of fatty deposits in the arteries, which are key factors in the development of heart disease.