Towards Verified Artificial Intelligence [article]

Sanjit A. Seshia, Dorsa Sadigh, S. Shankar Sastry
2020 arXiv   pre-print
Verified artificial intelligence (AI) is the goal of designing AI-based systems that that have strong, ideally provable, assurances of correctness with respect to mathematically-specified requirements. This paper considers Verified AI from a formal methods perspective. We describe five challenges for achieving Verified AI, and five corresponding principles for addressing these challenges.
arXiv:1606.08514v4 fatcat:ozoldsdnzjghddhwz5xju6zqvu