Success Per Tokens

Work smart more than hard, to expand the pareto frontier (but also work hard)A Pareto Frontier is a set of nondominated (optimal) solutions in multi-objective optimization. In 2 dimensions, this traces out a curve on which you can only increase one dimension by sacrificing another. Recently LLMs are being evaluated not just for their ability to complete tasks, but for how that ability changes with respect to the amount of resources (tokens) spent. Here are some interesting examples, and how the ...