In this video, the teacher explains what makes a polynomial a polynomial. They define a polynomial as a set of expressions that follow a specific form, with non-negative integer exponents and coefficients. The teacher provides examples and clarifies common misconceptions about negatives and fractions in polynomials. By the end of the lesson, viewers will have a clear understanding of the characteristics and common traits of polynomials.