Angelo Fienga, Senior Business Advisor for AI, Sustainability and Cloud at Deloitte Italy, examines the convergence of distributed edge compute, efficient open-weight models, and hyper-personalization — and the security question nobody is asking. When a fine-tuned model absorbs your most sensitive data, traditional encryption isn't enough. The model itself becomes the vulnerable asset.