Intellectual Property

ABSTRACT The adoption of Large Language Models (LLMs) has outpaced governance, exposing organizations to structural risks obscured by vendor marketing. This whitepaper introduces a Machiavellian risk framework – verità effettuale (effective truth) – to evaluate AI procurement not by stated intent, but by the inherent incentives of vendor business models. We identify three critical risk