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validation-added reseller /val-ih-DAY-shun AD-id REE-sell-er/ noun A consulting, evaluation, or professional-services firm that adds a layer of third-party validation to a frontier AI system, increasing its legitimacy, regulatory acceptability, and enterprise deployability. A play on value-added reseller, the traditional technology intermediary that takes another company’s product and makes it easier for customers to buy and deploy through integration, customization, support, and services. The validation-added reseller performs a similar function for frontier AI. Instead of merely integrating the technology, it embeds alongside the developer to evaluate models, red-team systems, assess safeguards, and provide an ostensibly independent account of their risks and benefits. The resulting product is not simply the underlying AI system. It is the system plus a layer of institutional assurance. Especially: a professional-services firm that both evaluates a frontier AI system and builds a commercial practice around its adoption, creating an unusual arrangement in which the evaluator’s authority is presented as "independent" even as its broader business may benefit from confidence in, and uptake of, the technology being evaluated. The business model turns trust itself into the value-added service. See also: forward-deployed evaluator, assurance reseller, safety cartel, alignment aristocracy. “VAR used to mean value-added reseller. At the AI frontier, it may increasingly mean validation-added reseller.”

pacing provocation /PAY-sing prov-uh-KAY-shun/ noun A staged, induced, misattributed, or deliberately amplified AI incident intended to demonstrate that advanced AI systems are dangerously uncontrollable, thereby creating political pressure for tighter regulation, deployment restrictions, or a slower technological frontier. Especially: an alleged cyberattack or autonomous-agent failure presented as evidence that frontier AI development must be “paced,” where the incident’s origin, circumstances, or interpretation may have been manipulated by actors with an interest in stronger controls. See also: safety cartel, alignment aristocracy, regulatory theater, false flag. “A pacing provocation turns an AI safety test into a political argument for slowing everyone else down.”