Welcome to the Lab for AI and 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 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:

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

Descriptions of our projects can be found here.

We are a part of Dependable Systems Group at HWU.

LAIV News

Success of LAIV MSc student Pierre Le Hen

Many congratulations to LAIV MSc student Pierre Le Hen who secured a place to do a Masters specialising in Management of Systems Information at ESSEC: http://www.essec.edu/fr/programme/masters/mastere-specialise-management-des-systemes-dinformation-en-reseaux/admission/ The positions are highly competitive, so well done Pierre and hope you have a great career ahead of you!

Big Proof Conference in Edinburgh

The Second Big Proof event has started today in Edinburgh, following its first edition at Cambridge in 2017. A number of LAIV members are participating, Katya is giving a talk on LAIV’s experience in Neural net verification.