Peptides are short chains of amino acids that can stimulate various physiological processes. Rogan uses peptides, and while the specific ones he uses are not mentioned in the videos, he has discussed the use of peptides like Sermorelin and BPC-157 on his podcast. These peptides are known for potential benefits in areas such as growth hormone production, tissue repair, and inflammation reduction.