Talks and shows

Discoveries without understanding: Trusting AI research

Claire Malone returns to the Ri to explore whether we can trust AI generated scientific results if we don't know the full picture.

luke Jones via Unsplash

Artificial intelligence (AI) is becoming increasingly embedded in scientific research - analysing data, proposing hypotheses, and in some cases, even writing papers. We are relying on systems that may lead us to answers faster and more efficiently, but what happens when we don't understand precisely how those answers were reached?  Can science, which has long valued explainability and transparency, embrace a collaborator that often produces results without revealing how they were reached?

By considering how today’s most advanced generative AI systems — such as large language models — work, Claire Malone will explore how tools like ChatGPT generate predictions not by understanding concepts but by calculating what is statistically most likely to come next in any given context, examining how this is accelerating scientific discovery.

From researchers at CERN using AI models to simulate collisions, detect anomalies, and accelerate data analysis at experiments like ATLAS, to AlphaFold - developed by Google DeepMind - which has solved the long-standing problem in biology of predicting a protein’s 3D structure from its amino acid sequence.

Despite their impressive results, the use of these AI tools raises some profound philosophical questions: is AI merely extending the power of human curiosity - or is it reshaping it? Can an algorithm that finds patterns really discover something new?  Or does AI need to remain a tool worked in tandem with human scientists, with conscious judgement, creativity and doubt a vital complement to machine speed?

And finally, if discoveries could come from systems we do not fully understand, what does it mean to ‘have trust in science’?

Event type

This is a theatre only event where the speakers and audience are together in our Theatre.

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About Claire Malone

Claire Malone
Claire Malone

Claire Malone is a science journalist based in London, a contributing columnist for Physics World, and the STEM Lead for the Lightyear Foundation. 

She holds a PhD in particle physics from the University of Cambridge, UK. Her research focused on developing novel techniques to search for evidence of physics beyond the Standard Model of particle physics, in particular supersymmetry. 

Throughout her career, she has devised techniques to negotiate that she cannot use a pen/keyboard directly due to her physical disability. 

She is passionate about making science accessible to a wide audience and gave a TED talk about her research in 2021 which has now received almost 2 million views.

Timing

Doors to the theatre will open at 6.45pm and the talk will begin at 7.00pm.

Accessibility

The event will take place on the first floor and there is step-free access from the street via lift.

The closest underground station is Green Park, which is step-free.

There is space at floor level in the theatre for wheelchair users.

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Our theatre is equipped with an Audio Induction Loop. 

Event terms and conditions 2026