Retaining wall seismic design is crucial for ensuring the stability and safety of structures during earthquakes by accounting for dynamic earth pressures and potential ground movements. It involves a comprehensive analysis of soil-structure interaction, material strength, and seismic forces to prevent wall failure and mitigate risks associated with seismic events.