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This research aims to explore how strengthening language can prevent cognitive vulnerabilities caused by algorithmic instability.

February 20, 2026Open Access

socioplastics-503-semantichardening

Key Points

This research aims to explore how strengthening language can prevent cognitive vulnerabilities caused by algorithmic instability.
Analysis of semantic systems and their structural integrity
Implementation of citational rigor to enhance language frameworks
Evaluation through IRR and paraphrase tests for terminological clarity
Achieved a reduction of ≥10% in terminological ambiguity
Demonstrated enhanced cognitive firewalls in linguistic frameworks
Showcased applications in policy vocabularies and AI data curation

Abstract

socioplastics-503-semantichardening-immunity-forging * Language is fortified against algorithmic entropy and platform capture / meaning engineered as infrastructural density (semantic masonry) / builds cognitive firewalls via citational rigor / proprietary lexicon / operational closure (Luhmann) / repetition crystallizes resilience / vague terms replaced with load-bearing syntax / prunes excess (ProteolyticTransmutation) / seals leakage (SystemicLock) / deployment: policy vocabularies, AI data curation, cognitive security / validation: ≥10% decrease in terminological ambiguity (IRR + paraphrase tests) / license: CC-BY-NC-SA-4.0 / Anto Lloveras is a transdisciplinary architect and theorist working at the intersection of art, infrastructure, and semantic systems. / citation: Lloveras, A. (v2.2.0). Socioplastics 503 — SemanticHardening: Immunity Forging. LAPIEZA. Madrid. https://antolloveras.blogspot.com

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