Hydrophobic fatty acid tails are long hydrocarbon chains that repel water, making them non-polar and crucial components of lipids such as phospholipids and triglycerides. These tails play a vital role in the structure of biological membranes, where they aggregate to form a hydrophobic core that separates the aqueous environments inside and outside of cells, thereby influencing the overall function and integrity of cellular membranes.