Pixel Shaders are small programs that run on the graphics processing unit (GPU), used for modifying pixels on the screen. They are a crucial component of the graphics pipeline, allowing for complex and detailed textures, lighting effects, and more. Pixel Shader 3.0, in particular, was a notable advancement, offering enhanced capabilities compared to its predecessors.