Artificial Intelligence for Use in Virtual Reality and Augmented Reality Environments

An adaptive artificial intelligence system for real time modification of an immersive environment, the immersive environment comprising at least one of a virtual reality environment, an augmented reality environment, or a mixed reality environment, one or more processors and memory storing data instructions that, when executed, cause the system to perform operations comprising receiving at least one of physiological, behavioral, environmental, and contextual signals associated with a participant, preprocessing the signals into synchronized packets, generating a participant state representation based on the synchronized packets, computing a proposed environment modification based on the participant state representation, evaluating the proposed environment modification against one or more constraints that include at least one of consent constraints, safety constraints, accessibility constraints, policy constraints, and regulatory constraints to produce an approval outcome, when the approval outcome indicates approval, committing an append only ledger entry for a validated adaptive action to an immutable action ledger prior to execution, transforming the validated adaptive action into one or more rendering directives, executing the rendering directives to modify audiovisual or multisensory output in the immersive environment, reobserving participant response after execution, and updating a subsequent adaptive decision based on the reobserved participant response, wherein the system applies the proposed environment modification only after the approval outcome indicates approval and the append only ledger entry is committed.