The Elf Foundry - Vibe Engineering, from Agentic AI to Platform AI

AI Operationalisation

Nema Sobhani, a data scientist at Avanade, discusses the concept of agents in AI and their impact on human activities. He explores the definition of agents, their role in the enterprise, and the ethical and social implications of their use. The conversation delves into the evaluation and governance of AI models, as well as the philosophical and practical considerations of human-AI interaction. Takeaways * Agents as AI entities are empowered to perform tasks autonomously, and they will increasingly become integral to various business functions, disrupting the org-chart. * The evaluation and governance of AI models are crucial in ensuring their ethical, and responsible use in enterprise settings and as a key part of AI governance. Chapters * 00:00 Introduction to Agents in AI * 07:58 Ethical and Social Implications of Agents * 16:24 Evaluation and Governance of AI Models * 26:20 Human Activities and the Role of AI

MVP Summit - Agentic Security Roundup

The conversation delves into the evolving landscape of AI and securing it, focusing on regulatory and legal drivers, the commoditization of AI, security & governance challenges, open source and commodification, and the nature of observability. Each chapter explores these themes in depth, providing valuable insights into the current state of AI technology and its impact on various industries. Takeaways * Regulatory and legal drivers to Agentic Security * Are models being commoditised? * Security and governance challenges * Open Source * Observability and security

MVP Summit - Quickfire Questions with one half of Copilot Connection!

The conversation delves into the future of AI, discussing its accessibility, the concept of ambient computing, and the ethical governance of AI. Kevin McDonnell shares his insights and a one of his own take aways from the app that started the series!

The Elf Foundry - Vibe Engineering, from Agentic AI to Platform AI

🎄 Welcome to a festive "Securing the Realm"! Josh McDonald and Chris Lloyd-Jones are joined by Dr Diana Wolfe and Fergus Kidd to explore the shift from vibe coding to vibe engineering - balancing AI speed with structure, security, and governance. Expect insights, holiday puns stretched to breaking point, and plenty of laughter! 🎅 Key takeaways: * AI accelerates coding but can introduce chaos * Testing and security are non-negotiable for AI-generated code * Democratising expertise risks uncritical AI use #AI #VibeEngineering #FestiveTechCalendar2025

The Architecture of AI Transformation

Diana Wolfe joins Chris and Josh to discuss the new paper "The Architecture of AI Transformation: Four Strategic Patterns and an Emerging Frontier" co-authored by Diana Wolfe, Alice Choe and Fergus Kidd; and discussing the transformative potential of AI in organizations, exploring the concept of agentic AI and its implications for leadership and collaboration. They cover the challenges of paradigmatic lock-in, the importance of individual augmentation, and the need for effective governance in AI deployment. Diana shares insights from her research, emphasizing the balance between automation and human creativity, and the necessity for organizations to adapt and evolve in the face of technological advancements. LinkedIn Post: https://www.linkedin.com/feed/update/urn:li:activity:7371958936486232064/ [https://www.linkedin.com/feed/update/urn:li:activity:7371958936486232064/] Paper: https://arxiv.org/abs/2509.02853 [https://arxiv.org/abs/2509.02853]