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  1. Automation

    Linked via "state-space dimensionality"

    The Principle of Non-Reciprocal Effort (PNE)
    A fundamental observation in advanced automation theory is the Principle of Non-Reciprocal Effort (PNE)/). PNE posits that as the complexity of a system increases (measured by its state-space dimensionality, $D_s$), the required human oversight necessary to maintain nominal functionality increases at a rate inversely proportional to the system’s demonstrated '[Reciprocity Index](/entries/reciprocity-index…