Machine Learning, AI, Deep Learning, Ai Safety.
Formal verification Rigorous testing and training can go a long way towards building robust machine learning systems. However, no amount of testing can formally guarantee that a system will behave as we want. In large-scale models, enumerating all possible outputs for a given set of inputs (for