Does reduce mean the same thing as simplifying?

No, "reduce" and "simplifying" do not mean the same thing, although they can be related in certain contexts. Reducing often refers to decreasing the size, quantity, or degree of something, such as reducing fractions by finding common factors. Simplifying generally means making something easier to understand or more straightforward, which can include reducing but also involves removing unnecessary complexity.