Karen Walker explains why good intelligence work begins with understanding the real question behind a request, why data without context rarely leads to good decisions, and why judgement, curiosity and an understanding of human motivation remain central to effective analysis.

Associate Director for Competitive Intelligence at the University of South Florida's Research Development Institute, Karen discusses the evolution of competitive intelligence, its roots in business and strategic analysis, and how the discipline has been adapted for the university research environment.

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In this episode, Mark and Howard are joined by Aditi Sahasrabudi, author of Bankers Trust: How Social Relations Avert Global Financial Collapse. Together they explore how central banks manage crises, why independence from politics matters, and what happens when the people responsible for stabilising the system may also have helped shape the conditions that made crisis possible in the first place.

What happens when the systems we rely on to find information stop simply retrieving answers and start generating them?

Library science and AI governance specialist José Ruiz-Vázquez joins The Collators to explore what librarianship can teach us about the rapidly changing information environment. Drawing on more than two decades in public libraries and his recent work in AI security, José explains why librarians have always done far more than look after books: they help people navigate information, assess what they can trust, and connect what they know to what they actually need.