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 […]

Exploring GPT-5: Generating a Website with a Single Prompt

Publications Date Length 3 min read Exploring GPT-5 Generating a Website with a Single Prompt Categories: Author Ian van Eenennaam Linkedin Introduction We’ve started testing the capabilities of the newly released GPT-5 API in the OpenAI Playground — and the results are nothing short of impressive. In our early experiments, we focused on a simple […]

Structured Conversations: How AI Turns Complexity into Clarity

Publications Date Length 3 min read Structured Conversations How AI Turns Complexity into Clarity Categories: Author Ian van Eenennaam Linkedin Introduction Imagine you’re writing a business plan for the first time. You’re not sure where to start—value proposition? Market analysis? Revenue model? It’s easy to feel overwhelmed, especially without a business background. Now imagine having […]

AI-Powered Workflows: Unlocking Productivity with Prompt Chaining and Model Mixing

Publications Date Length 5 min read AI-Powered Workflows: Unlocking Productivity with Prompt Chaining and Model Mixing Categories: Author Ian van Eenennaam Linkedin Introduction When OpenAI released ChatGPT in late 2022, it felt like a turning point. Suddenly, AI wasn’t just a futuristic concept—it was here, accessible, and capable of things we had only imagined. People […]

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 […]