Adaptive Inheritance Theory IV: Prestige Inheritance and the Recursive Production of Merit

Adaptive Inheritance Theory IV: Prestige Inheritance and the Recursive Production of Merit develops Prestige Inheritance Theory (PIT) as a social-learning mechanism within the broader Adaptive Inheritance Theory (AIT) research program. Prestige-biased social-learning research has primarily examined how individuals determine whom to learn from. This paper addresses a downstream problem: once a prestigious model has been selected, what does the learner inherit from that model? Successful and prestigious individuals present observers with bundles of characteristics. Some characteristics may contribute causally to valued performance, while others may be incidental, historically contingent, institutionally rewarded, socially salient, or simply easier to observe. Prestige may therefore identify a valuable model without necessarily identifying which properties of that model produced the valued outcome. Prestige Inheritance Theory proposes that prestigious exemplars receive disproportionate representational weight and can consequently influence generalized representations of merit subsequently applied to unfamiliar actors. Its minimal causal sequence is: Performance → Prestige → Exemplar Weighting → Merit Representation → Future Classification The theory's defining empirical claim is therefore cross-actor transfer. Prestige inheritance has occurred when prestige attached to an earlier exemplar changes what observers subsequently recognize as competence or merit in an unfamiliar person who does not possess the original prestige. The framework distinguishes functional inheritance from symbolic inheritance. Functional inheritance preserves causal capacities or relationships responsible for valued performance. Symbolic inheritance instead preserves socially legible characteristics correlated with successful predecessors but not necessarily responsible for their success. This distinction permits causal prestige drift: a process through which inherited markers of success can persist even as their relationship to the functional causes of performance weakens. AIT IV further examines how prestige inheritance can become recursive when inherited merit representations influence access to opportunity. Classification affects who receives opportunities to demonstrate performance; opportunity affects which performance evidence becomes observable; observed performance contributes to subsequent prestige allocation; and prestigious actors can then disproportionately influence the next representation of merit. The resulting system may therefore partially structure the evidence from which its own inherited criteria are subsequently evaluated. The manuscript explicitly distinguishes this recursive mechanism from established problems of selective observability, selective labels, self-fulfilling expectations, cumulative advantage, status construction, organizational imprinting, category learning, and ordinary counterexample updating. PIT does not claim these component mechanisms as novel. Its narrower proposed contribution concerns their connection to prestige-weighted inheritance of successor-facing representations of merit. Three experimental designs make the framework falsifiable and organize its empirical program around INHERITANCE → RECURSION → REVISION. Study 1 — Prestige Topology and Successor Classification tests the central PIT mechanism by holding successful exemplars, performance histories, exposure, qualifications, and success frequencies constant while manipulating only the distribution of prestige among those exemplars. Participants subsequently evaluate unfamiliar successors. If different prestige histories do not produce different successor-facing representations of merit, the central PIT mechanism is unsupported. Study 2 — Prestige-Conditioned Selective Observability tests the recursive extension. Candidate performance is independently measured before opportunity allocation so that opportunity changes the visibility of performance rather than causing performance itself. Prestige history is crossed with selected-only versus full-evidence conditions to determine whether prestige-induced classification affects which contradictory evidence becomes available for subsequent learning. Study 3 — Counter-Template Prestige and Inheritance Revision distinguishes recognition of a successful exception from genuine revision of an inherited merit representation. Counter-template performance is held constant while acquired prestige is manipulated. The critical question is whether prestige attached to a successful counter-template actor changes evaluation of an unfamiliar later actor sharing relevant characteristics or functional properties. The paper also connects PIT to previously developed AIT constructs. Causal prestige drift is treated as one possible micro-level generator of Prestige Lag, rather than as its sole cause. Friction Processing Capacity is interpreted at this level as the capacity for contradictory functional evidence to be generated, recognized, and incorporated into subsequent inheritance. Independent revalidation becomes especially important where inherited prestige criteria influence access to the very opportunities required to produce evidence capable of challenging those criteria. From this mechanism, the paper derives a broader but explicitly conditional AIT scaling hypothesis: as the scale and mediation of an inheritance architecture increase, adaptive calibration increasingly depends on whether independent revalidation capacity scales alongside the architecture's capacity to preserve and amplify inherited information. Scale itself is not treated as pathological. Large systems can expand corrective capacities as well as preservation capacities. The predicted vulnerability arises specifically where preservation and amplification grow faster than independent mechanisms capable of testing inherited representations against contemporary functional performance. AIT IV therefore reframes a central problem of cumulative cultural inheritance. The challenge for an inheritance architecture is not simply to preserve information or faithfully reproduce historically successful forms. It must also preserve the capacity to determine what about those forms produced their success, recognize functionally equivalent alternatives, and revise inherited criteria when contemporary evidence contradicts them. The paper's central scientific wager can be stated simply: Two populations experience the same people doing the same things with the same success. The populations differ only in whom they learned to regard as prestigious. Later, when confronted with the same unfamiliar successor, do they disagree about what competence looks like? If they do not, Prestige Inheritance Theory in its minimal form is unnecessary. If they do, prestige may function not only as a mechanism for deciding whom to learn from, but also as a mechanism influencing what later generations learn to look for. This manuscript constitutes Paper IV of the Adaptive Inheritance Theory research program, following the development of AIT's conceptual architecture, operational constructs, and comparative historical framework. It develops a candidate social-learning mechanism connecting prestige, inherited representations of merit, opportunity, revalidation, and adaptive revision.