The Pythagorean theorem states that in a right-angled triangle, the square of the hypotenuse is equal to the sum of the squares of the other two sides. A proof is provided using right triangles and trigonometric identities, showing the relationship between the sides. The final conclusion confirms that (hypotenuse)^2 = (base)^2 + (perpendicular)^2.