https://aifaultline.com/authors/andrea-araldo/New papers by Andrea Araldo in the AI Fault Line guide, and news naming them. https://aifaultline.com/research/p/title-0773c0c1ee6f4175/https://aifaultline.com/research/p/title-0773c0c1ee6f4175/Fri, 23 Oct 2026 00:00:00 +0000The paper builds a Monte Carlo model of the returns to adopting large language models in operational information systems, weighing productivity gains against inference, infrastructure and error-remediation costs. Applied to security operations centres, most configurations of model and price turn out unprofitable, with profit limited to high-accuracy, low-uncertainty deployments.