Lensless imagers can make cameras far thinner than conventional optics and can compress rich scene information into a single measurement. But the same optical multiplexing that enables those advantages can also scramble a scene so strongly that reconstruction loses the information it needs. We address this design problem by evaluating lensless encoders through mutual information . . .