What question did this study set out to answer?

To establish a baseline-relative capability framework that diagnoses exploitation when an actor's generative realization conditions are foreclosed despite their full retention of non-rival knowledge and capacities.

August 19, 2026Open Access

Generativity Exploitation: A Baseline-Relative Capability Framework

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Authors

WHWanhong HUANG

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Overview

Theoretical analysis reveals how control over realization conditions forecloses generative capabilities despite non-depletion, providing a baseline-relative diagnostic for exploitation.

Key Points

To establish a baseline-relative capability framework that diagnoses exploitation when an actor's generative realization conditions are foreclosed despite their full retention of non-rival knowledge and capacities.
Synthesized non-rivalry theory, relational autonomy, and epistemic standing across production-centered, domination-centered, and structural models of exploitation.
Constructed a formal capability object defined as a reachable viable repertoire parameterized by domain, history, horizon, resolution, action set, and structural arrangement.
Evaluated the diagnostic criteria using conditional mathematical propositions and countermodels separating causal and constitutive benefit-through witnesses.
Proved repertoire inclusion under policy expansion, preserved transition probabilities, and expanded viability within the formal capability object.
Demonstrated via countermodels that latent generativity can remain constant while effective capability contracts, and equal output can coexist with degraded participant autonomy.
Established a three-valued diagnostic profile retaining admitted, excluded, and unresolved baselines rather than imposing a binary exploitation verdict.

Cite This Study

Wanhong HUANG (2026) studied this question.

synapsesocial.com/papers/6a8563fe03308d306e2d777d https://doi.org/10.17613/eb06j-mzx46

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August 19, 2026Open Access

Generativity Exploitation: A Baseline-Relative Capability Framework

View Full Paper

Ask AI

Bookmark

Authors

WHWanhong HUANG

Discussion

Member takes

Overview

Theoretical analysis reveals how control over realization conditions forecloses generative capabilities despite non-depletion, providing a baseline-relative diagnostic for exploitation.

Key Points

To establish a baseline-relative capability framework that diagnoses exploitation when an actor's generative realization conditions are foreclosed despite their full retention of non-rival knowledge and capacities.
Synthesized non-rivalry theory, relational autonomy, and epistemic standing across production-centered, domination-centered, and structural models of exploitation.
Constructed a formal capability object defined as a reachable viable repertoire parameterized by domain, history, horizon, resolution, action set, and structural arrangement.
Evaluated the diagnostic criteria using conditional mathematical propositions and countermodels separating causal and constitutive benefit-through witnesses.
Proved repertoire inclusion under policy expansion, preserved transition probabilities, and expanded viability within the formal capability object.
Demonstrated via countermodels that latent generativity can remain constant while effective capability contracts, and equal output can coexist with degraded participant autonomy.
Established a three-valued diagnostic profile retaining admitted, excluded, and unresolved baselines rather than imposing a binary exploitation verdict.

Cite This Study

Wanhong HUANG (2026) studied this question.

synapsesocial.com/papers/6a8563fe03308d306e2d777d https://doi.org/10.17613/eb06j-mzx46

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