It is remarkable that small-scale experiments can address important open issues in fundamental science such as: "why is gravity so weak?" and "why is the cosmological constant so small?" String theory ideas (new scalar particles and extra dimensions) and other notions hint that Newton's Inverse-Square Law could break down at distances less than 1 mm. Furthermore, the observed dark energy density corresponds to a length scale of 85 microns that may have fundamental significance. I will review the motivations for testing the Inverse-Square Law, and discuss recent experiments with torsion balances, small oscillators and micro-cantilevers. Our torsion-balance experiments at separations down to 60 micrometers exclude gravitational-strength Yukawa interactions with length scales greater than about 57 micrometers (approximately the diameter of a human hair), and set a robust 95% confidence upper limit of 46 micrometers on the size of an extra dimension. Problems encountered in probing these short length scales will be discussed.