The contemporary information ecosystem exhibits the structural pathologies predicted by Akerlof's (1970) market for lemons model, now operating at civilizational scale. The marginal cost of producing a convincing falsehood has converged toward zero as a consequence of two compounding technological transitions: the internet's elimination of distribution costs and generative artificial intelligence's elimination of content-production costs. This structural collapse destroys the friction-based deterrence mechanism that historically constrained the volume and velocity of misinformation. Existing institutional responses - platform content moderation, regulatory gatekeeping, and blockchain-based immutability - address the distribution layer while leaving the verification incentive structure unreformed. No extant mechanism design framework integrates stake-weighting, time-decay, and Sybil resistance into a coherent epistemic infrastructure that makes truthfulness the dominant strategy of rational actors rather than the virtue of exceptional ones. This paper makes three primary contributions. First, it introduces the Trust Trilemma as an original theoretical construct formalizing the design constraint that no information system can simultaneously achieve Veracity, Speed, and Zero Cost without incentive engineering. Second, it presents the Time-Decayed Stake-Weighted (TDSW) algorithm and the Optimistic Verification workflow as technical contributions constituting the core of the Klyrox Protocol for decentralized truth verification (Shaik, 2026f). Third, it formalizes Epistemic Capital as a novel economic asset class characterized by non-fungibility, portability, and mandatory time-decay - properties that distinguish it from financial capital, social capital, and institutional credentials. The paper proceeds from mechanism design methodology in the tradition of Myerson, Maskin, and Hurwicz, employing historical case vignettes as illustrative precedents and game-theoretic equilibrium analysis to establish the conditions under which honest attestation becomes the dominant strategy. Implications are drawn for information economics, AI governance policy, and the emerging institutional architecture of the epistemic internet. This paper belongs to a broader theoretical series examining the Agent Economy (Shaik, 2026b), algorithmic governance and sovereignty (Shaik, 2026c), executive leadership under cognitive abundance (Shaik, 2026d), and physics-constrained industrial AI (Shaik, 2026e).
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Ali Sadhik Shaik
Golden Gate University
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Ali Sadhik Shaik (Sun,) studied this question.
synapsesocial.com/papers/69d49fa9b33cc4c35a2280d0 — DOI: https://doi.org/10.5281/zenodo.19425493