Systemic Verification Engineering: A Meta-Licensing Framework for Truth, Reproducibility, and Ethical Enforcement

Trust in institutional knowledge production is eroding across science, technology, pharmaceuticals, and environmental governance. The reproducibility crisis alone renders an estimated 50–70% of published findings in some fields unreliable, while corporate opacity enables data suppression with life-threatening consequences. Existing open-source licenses address code redistribution but not the veracity of claims made under their banner. This paper introduces Systemic Verification Engineering (SVE), a newly launched meta-licensing framework that treats truthfulness as a system property rather than a moral aspiration. SVE operates through three architectural layers—immutable core principles, a base copyleft license, and a living body of enforceable case precedents—governed by mechanisms including an outcome-based validity test (the "Fruits Test"), semantic fingerprinting for detecting derivative use, an escalating attorney incentive program, and symmetric audit requirements grounded in game theory. Conflict resolution employs a hybrid model combining community governance (Veche), a multi-persona AI oracle for value alignment, and cryptographically verifiable random sortition as a deadlock-breaking mechanism. This paper presents SVE as a design science contribution, analyzing its architecture, enforcement logic, and governance model, while candidly assessing the limitations of a framework that is, at the time of writing, newly activated and untested in adjudication. SVE is proposed as a step toward the "engineering of conscience"—the embedding of ethical accountability into the structural logic of knowledge systems.

[WIP]