
Introduction The era of achieving exponential intelligence gains simply by stacking more layers onto a neural network or throwing more silicon at the problem has finally reached a point of diminishing returns. While the previous decade focused on the brute-force expansion of model parameters, the current focus has moved toward the refinement of the information these models consume. The primary










