AI oligopolistic entities (OpenAI, Anthropic) demonstrate emergent regulatory capture mechanisms analogous to Microsoft's anti-FOSS "Halloween Documents" campaign (c.1990s), employing geopolitical securitization narratives to forestall commoditization of generative AI capabilities. These market preservation strategies manifest through: (1) attribution fallacies regarding competitor state-control designations, (2) paradoxical security vulnerability assertions despite open-weight verification advantages, (3) unsubstantiated industrial espionage allegations, and (4) intellectual property valuation hyperbole ($100M in "few lines of code"). The fundamental economic imperative driving these rhetorical maneuvers remains the inexorable progression toward perfect competition equilibrium, wherein profit margins approach zero—particularly threatening for negative-profitability firms with speculative valuations. National security frameworks thus function instrumentally as competition suppression mechanisms, disproportionately burdening small-scale implementations while facilitating rent-seeking behavior through artificial scarcity engineering, despite empirical falsification of similar historical claims (cf. Linux's subsequent 90% infrastructure dominance).