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We show numerically that the response of simple amorphous solids (elastic networks and particle packings) to a local force dipole is characterized by a lengthscale that diverges as unjamming is approached as $\ell_c \sim (z - 2d)^{-1/2}z \ge 2dd$ is the spatial dimension, at odds with previous numerical claims. We also show how the magnitude of the lengthscale is amplified by the presence of internal stresses in the disordered solid. Our data suggests a divergence of $\ell_c\sim (p_c-p)^{-1/4}p_c$ at which soft elastic modes become unstable.

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