Clay swelling in oil and gas drilling poses challenges and can lead to wellbore instability. There are three mechanisms of clay swelling: intercrystalline, hydration of exchangeable cations, and osmotic. Characterization techniques include XRD, SANS, ICP-MS, FTIR, and TGA. Effective inhibitors use organic polymers or surfactants that interact favorably with clays to reduce swelling while maintaining drilling fluid properties.