AI Watermarking, the EU AI Act, and Why It Is Not the Proof People Think It Is
Claude and most major AI systems can now watermark their output, and the EU AI Act’s Article 50 has made that a legal duty. But a detected mark only shows a machine was involved, not who did the thinking. Here is what watermarking can and cannot prove, and the disclosure standard that fills the gap.
Trinidad’s AI Textbooks Evolution: A Good Start. Here Is the Guardrail That Is Missing.
Trinidad and Tobago has launched AI-assisted digital textbooks for Form One students, a genuine regional first. InfraNova Advisory examines what Sweden’s classroom reversal, UNESCO’s age guidance and Singapore’s teacher-mediated model reveal about the guardrail this promising programme still needs.
Managing AI Risk and Data Privacy: A Governance-First Approach for Caribbean Organisations
AI adoption without governance exposes organisations to data breaches, regulatory penalties and reputational damage. This article outlines a practical, risk-based framework for Caribbean enterprises and public sector institutions to manage AI responsibly, from establishing cross-functional oversight to vendor due diligence and continuous monitoring.
AI and the Public Service: Moving from Hype to Application
Trinidad and Tobago’s participation in OpenAI Edu signals a shift from AI experimentation to applied, governance-led transformation in the public service.