Augmented reality systems and methods for a decision augmentation system are provided. An example augmented reality system includes a ruleset generator system that creates rulesets based on empirical studies and a personalized program generation system that applies individualized data of a user to create a personalized program for the user based on one or more of the rulesets. In some instances a passive and active feedback system provides empirical results of actions and behaviors of the user and a multivariate causation system selectively adjusts the rulesets based on the empirical results of the actions and behaviors of the user. In various instances, a contextual filtering and adherence scoring system dynamically selects individualized suggestions according to context of the user and the personalized program for the user and provides augmented reality information overlays of the individualized suggestions.