AI Safety and Assurance 🛡️🤖

Created using ChatSlide

Explore AI Assurance's pivotal role in fostering trust in autonomous systems. Understand algorithmic assurance through methods like black-box and Bayesian optimisation, crucial for evaluating complex models. Examine a case study of a vehicle classifier, highlighting the limitations of traditional accuracy metrics and the importance of high-dimensional and continuous assurance. Delve into advanced techniques such as Bayesian Neural Networks and robust transfer learning, expanding assurance...