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

Publications Date Length 5+ min read Beyond Prompt Injection: The Hidden Trust Problem in Enterprise Agentic AI Categories: 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 stack, mixed […]

Designing Transparent and Versatile AI Agent Behavior

Publications Date Length 2 min read Designing Transparent and Versatile AI Agent Behavior: Core Principles Categories: 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 like healthcare—building […]

Defining Interpretable and Generalizable AI Agent Behavior

Publications Date Length 10 min read Defining Interpretable and Generalizable AI Agent Behavior Categories: 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 is both […]