Welcome to the Lab for AI Verification

Artificial Intelligence is a research and engineering area that develops methods for adaptive and autonomous applications. For example, when your mobile phone learns to recognise your voice — this is an example of its adaptive behaviour. And when your car navigator suggests a better route — this is prototypical autonomous planning. It is easy to see that adaptive and autonomous applications have become pervasive in both the global economy and our everyday lives. However, can we really trust them? The question of trust in computer systems is traditionally a subject of the Formal Verification domain. The two different domains — AI and Formal Verification — thus have to meet.

LAIV is a team of researchers working on a range of inter-disciplinary problems that combine AI and Formal Verification.

For example, we seek answers to the following questions:

  • How do we establish safety and security of AI applications?
  • What are the mathematical properties of AI algorithms?
  • How can types and functional programming help to verify AI?
  • How can we verify neural networks and other related machine-learning algorithms?
  • How can machine learning improve software verification?

The Lab was established in 2019, with the initial intent to provide a local hub where researchers and research students from the Edinburgh Center for Robotics and the National Robotarium can meet with Computer Scientists, Logicians and Programming Language experts interested in verification of AI. Since then, the range of our projects and collaborations widened. Descriptions of our projects can be found here, and here you can learn more about LAIV members and publications. Get in touch with us if you are interested in establishing a new collaboration!


Congratulations, Dr Alasdair Hill!

LAIV PhD Alasdair Hill has successfully defended his dissertation, entitled “Planning Problems as Types, Plans as Programs: A Dependent Types Infrastructure for Verification and Reasoning about Automated Plans in Agda” , examiners Andreas Abel, Chalmers and Manuel Maarek, HWU. Conratualtions, Ali!

LAIV Seminars restarting this week!

Happy New Year! LAIV Seminars are restarting this week with a talk by Henning Basold on “Guarded Recursion for Coinductive, Higher-Order Stochastic Systems”. Full program of talks is on https://laiv.uk/laiv-seminars/ Join us!