AI Leader's Series: AI for Science – from strategy to delivery
An afternoon for researchers, industry and government on AI for science. What's now possible at the frontier, and what the UK needs to deliver it at scale.

About this event
Event overview
Our next AI Leaders' Series event explores how AI is beginning to change not only what scientists can discover, but how research itself is carried out. Advances in AI science agents, scientific models, robotics and laboratory automation are enabling systems to generate hypotheses, design experiments and, in closed-loop autonomous labs, select, run and analyse them.
This is where agentic and physical AI converge, connecting digital reasoning with experimentation in the physical world. Taking place one year on from the Government's AI for Science Strategy, the event will use that milestone as context while focusing on where the technology itself is heading. It will look at what is emerging at the frontier and where it is already changing research practice, in areas such as drug discovery, protein design and materials science. It will also cover the technical challenges that still stand between today's demonstrations and autonomous scientific systems that work reliably at scale.
The afternoon will feature a keynote, two expert panels, and the chance for attendees to share their own work, followed by networking.
Benefits and takeaways
What will we cover?
How AI science agents, scientific models and autonomous laboratory systems are changing the research process
Where agentic AI, robotics and physical AI are converging in scientific discovery
Where these technologies are already producing significant research advances
The technical barriers that still limit autonomous scientific systems, including reliability, interoperability, validation, observability and human oversight
Where the UK has strengths in the technologies and research underpinning this field, and what could help move them from research environments towards wider use
Get involved beyond this event
techUK members working on AI in research and science can engage year-round by visiting our AI page.
Agenda
- 14:00
Arrivals and registration
Arrivals and registration
- 14:30
Opening remarks from techUK
Opening remarks from techUK
- 14:40
Keynote
Keynote
- 14:55
Panel 1: The frontier: from AI-assisted research to autonomous discovery
This panel looks at how AI has moved from predicting known structures to designing new ones, and increasingly to acting within research itself. Science agents are generating hypotheses and designing experiments, and self-driving labs are running them. It will showcase where this is already delivering real advances, from drug discovery to protein design and materials science.
- 15:30
Break
Break
- 3:40
Panel 2: Making autonomous science work: reliability, robotics and the human role
This panel turns to what still stands between promising demonstrations and dependable autonomous science. It will explore the interface between models and the physical world, robotics-enabled experimentation, and the challenges of validation, interoperability and observability. It will also consider where human scientists sit in the loop and how oversight works as these systems take on more of the research process.
- 16:15
Attendee pitches and introductions
Attendee pitches and introductions
- 16:25
Closing remarks and next steps
Closing remarks and next steps
- 16:30
Networking
Networking
Sponsors
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Talk to usEvent contacts

Usman Ikhlaq
Programme Manager - Artificial Intelligence

Ella Shuter
Junior Programme Manager - Emerging Tech

Rory Daniels
Head - Emerging Tech and Innovation






