
A new research paper titled “Expert Personas Improve LLM Alignment but Damage Accuracy: Bootstrapping Intent-Based Persona Routing with PRISM” suggests something surprising: Expert personas can actually make AI answers less accurate. You can read the full paper here: https://arxiv.org/pdf/2603.18507 Many of us use prompts like: “Act as a cybersecurity expert.” “You are a professional writer.”

🚀 New Article Alert! 🚀 Curious about the differences in API coupling and what they mean for system integration? Dive into my latest article: “Understanding Coupling in APIs: REST vs. CloudEvents Explained” 🌐 System integration is at the core of today’s interconnected world, from internal systems to cross-organization supply chains. But not all APIs are

🚀 Part 9 – The Conclusion: Building the Future with DEMO and CTP In the final part of our series, Optimizing Business Models, Enterprise Solutions, and Solution Delivery with DEMO and the Complete Transaction Pattern, we wrap up our journey by exploring how DEMO and CTP set a new standard for creating aligned, resilient, and