  Two-dimensional linear spaces of symmetric matrices are classified by Segre
symbols. After reviewing known facts from linear algebra and projective
geometry, we address new questions motivated by algebraic statistics and
optimization. We compute the reciprocal curve and the maximum likelihood
degrees, and we study strata of pencils in the Grassmannian.
