Category: AI, GenAI, Big Data, Analytical Data Platforms, Data Science-Blog Posts

“Deep Edge” AI: A Conversation with David Such

Q1. Your book (*) focuses on moving beyond just training a model to the complete engineering process of “Deep Edge” AI. For an embedded developer who is completely new to machine learning, what is...

Beyond “Hours Saved”: Yannick Hänggi on the Real Business Case for Rewiring the SDLC with Agentic AI

Q1. Many organizations still judge AI coding and delivery tools by output: code generated, tickets closed, hours saved. A recent survey of 300 engineering leaders by Undo (*) found that 79% say release cycles...

Authentication Is Not Authority: Joe Lichtenberg and Benjamin De Boe on Giving AI Agents Safe Access to Operational Data

Q1. For years, the enterprise data conversation was dominated by getting data into centralized stores — warehouses, lakes, lakehouses. You describe the current shift as the inverse challenge: organizations now need to get data...

22 Chapters, One Question: Barry Solaiman on What the World’s Legal Systems Get Right and Wrong About AI in Healthcare

Q1. You and your co-editor I. Glenn Cohen brought together a genuinely international collection of legal experts spanning Asia, Europe, and the US, examining both major religious and secular ethical traditions alongside legal frameworks....

The Airplane Doesn’t Flap Its Wings: Maharaj Mukherjee on Redefining Intelligence for the Age of AI

Q1. You and Dr. Monideepa Roy argue for a mechanism-agnostic definition of intelligence — one based not on how a system is built, but on what it demonstrably does: perceive, predict, learn, adapt, collaborate, and...

Everyone Has Access to a Personal Jarvis: Kartik Paramasivam on Agentic Engineering, GPU Procurement, and What Actually Breaks at Scale

Q1.  Kartik, you have built massive data infrastructures at both LinkedIn and Pinterest. As we transition from traditional software engineering to “Agentic Engineering,” how do the core competencies of a top-tier engineer change when...