Talk by Elizabeth F. Churchill

11.09.2026

The Chef and the Line Cook: Lessons for Computer Science

WHERE: Kolingasse 14-16, 1090 Wien, SR5

WHEN: September 17, 2026 10:00-11:00

 

Abstract

Many people are busy worrying that AI will render computer science education obsolete. I disagree. Of course tool fluency matters especially for software engineering, but tools are not the bedrock of the field. To borrow from the kitchen, I will argue that being a line cook executing a recipe is not the same as being a chef who understands culinary chemistry, flavor profiles, and kitchen systems. Computer science (CS) has always been so much more than writing code. Coding is important as a craft, yes, but the heart of CS is a mindset and an adeptness at formal reasoning, abstraction, and problem decomposition.

Automation elevates those principles; it doesn’t replace them. Civil engineers use CAD, but they still need to understand structural mechanics so bridges don’t fall down. Pilots rely on autopilot, but they need aerodynamic theory when the unexpected hits. We need deep foundations to audit, architect, and check systems. Beyond that, and wearing my Human-Computer Interaction (HCI) hat, technical rigor is still only half the story: if we don't understand people, context, and culture, we can't design systems that actually work for human beings.

That double foundation, computational depth and understanding human experiences, is what turns us into chefs rather than just recipe-followers, and it’s how we’ll partner with AI rather than get swallowed by it.

 

Short Bio

Elizabeth F. Churchill is a research scientist, applied psychologist, sociotechnical systems designer, and the founding Area Lead and Professor of Human-Computer Interaction at Mohamed bin Zayed University of Artificial Intelligence. Formerly Senior Director of UX at Google, she has directed research teams at eBay, Yahoo!, and Xerox PARC. An ACM Fellow and CHI Academy member, she holds a PhD from Cambridge and has led cross-cultural research collaborating with universities, industry leaders, and public sector organizations across Europe, the UK, the US, Japan, and beyond. She relocated to the UAE to investigate cultural dimensions shaping the future of AI.

 

Host

Visualization and Data Analysis, University of Vienna