In both biological and engineered systems, cells and sensors must make sense of noisy, changing signals to function. However, collecting and using this information consumes valuable energy. A new study, published in Physical Review Letters, describes a model for how a sensor or cell might maximize information collection from its surroundings while controlling the overall energy cost, resulting in an optimized system.