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Near0 – MSAVA: Multi-System Adversarial Verification Architecture for Iterative Development of Technical Work Products

Authors: Connolly, John Patrick;

Near0 – MSAVA: Multi-System Adversarial Verification Architecture for Iterative Development of Technical Work Products

Abstract

 Near0 Multi-System Adversarial Verification Architecture (TM) This paper presents a novel methodology for developing and verifying technical work products using an ensemble of heterogeneous automated reasoning systems operating under a formal adversarial behavioral constraint specification. The architecture deploys a plurality of architecturally distinct reasoning systems as independent hostile reviewers, consolidates findings through cross-validation, and iterates corrections through a mutual resolution process requiring approval from at least two independent systems — all while preserving exclusive human domain-expert authority over substantive content decisions. A defining constraint is the strict prohibition on ansatz elements. The system operates as a nested dual-loop: an inner verification loop iterating to critique saturation, and an outer revision loop accommodating foundational expert revisions. Empirically validated during iterative development of a theoretical cosmology manuscript, where the ensemble identified a 10^22 magnitude arithmetic discontinuity (a 4+ dimensionsal tensor calculus equation working with near infinite values in comparison), a factor-of-2 frequency substitution error, and an exact tensor contraction coefficient through cross-system adversarial verification with independent deterministic computational confirmation. ## arXiv Endorsement RequestThis methodology paper is ready for submission to arXiv: cs.AI cs.LG cs.HC I am seeking an endorsement from a qualified published on arXiv researcher in artificial intelligence, machine learning, Human-Computer Interaction or computational methodology. If you can provide an arXiv endorsement, please contact me at 01001001am@duck.com

Keywords

scientific methodology, peer review, adversarial verification, multi-agent systems, ensemble verification, ansatz prohibition, automated reasoning, version control

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green