Solid electrolytes are materials that conduct ions but not electrons, and are used to improve the safety and performance of batteries by replacing liquid electrolytes. They offer benefits such as increased energy density, reduced risk of leakage, and enhanced thermal stability, making them crucial for next-generation energy storage technologies.