Beyond Prompt Injection: The Hidden Trust Problem in Enterprise Agentic AI

Publications Industry N/A Date Length 5+ min read Beyond Prompt Injection: The Hidden Trust Problem in Enterprise Agentic AI Catagories: Author Ian van Eenennaam Linkedin Introduction Imagine giving a highly capable junior operator a stack of meeting notes, tickets, design docs, and pull requests, then asking for a recommendation. Now imagine that somewhere in that […]

Designing Transparent and Versatile AI Agent Behavior

Publications Industry N/A Date Length 2 min read Designing Transparent and Versatile AI Agent Behavior: Core Principles Catagories: Author Ian van Eenennaam Linkedin Introduction At Mephana, we believe technology should enable human potential by fostering trust, adaptability, and innovation. As artificial intelligence integrates more deeply into industries—from streamlining workflows to transforming decision-making in critical sectors […]

Defining Interpretable and Generalizable AI Agent Behavior

Publications Industry N/A Date Length 10 min read Defining Interpretable and Generalizable AI Agent Behavior Catagories: Author Ian van Eenennaam Linkedin Introduction Artificial Intelligence (AI) systems are increasingly becoming integral to various aspects of modern life, from healthcare and finance to transportation and communication. As these systems take on more critical roles, ensuring their behavior […]