Definition and statement
📐 Geometric Interpretation
Geometrically, the theorem equates the area of the square erected upon the longest side of a right triangle to the combined areas of the squares upon the two perpendicular sides. In inner product spaces, it manifests as the orthogonality condition where vectors $u$ and $v$ satisfy $\|u + v\|^2 = \|u\|^2 + \|v\|^2 \iff \langle u, v \rangle = 0$.
⚙️ Algebraic & Structural Meaning
Algebraically, it provides the foundational distance formula in Euclidean space $\mathbb{R}^n$: $d(P, Q) = \sqrt{\sum_{i=1}^n (x_i - y_i)^2}$. It connects quadratic forms, norm topologies, and Pythagorean triples $(x, y, z)$ satisfying $x^2 + y^2 = z^2$.