The catch is that orthogonal polynomial bases (like Legendre) implicitly regularize by controlling the Riesz representer norm, effectively implementing a form o

The catch is that orthogonal polynomial bases (like Legendre) implicitly regularize by controlling the Riesz representer norm, effectively implementing a form of spectral filtering that penalizes high-frequency components.