Disruptive Innovations and Disruptive Assurance: Assuring Machine Learning and Autonomy

By R. Bloomfield, Heidy Khlaaf, Philippa Ryan Conmy, Gareth Fletcher. 2019

29 citations recorded by the source corpus.

Autonomous and machine learning-based systems are disruptive innovations and thus require a corresponding disruptive assurance strategy. We offer an overview of a framework based on claims, arguments, and evidence aimed at addressing these systems and use it to identify specific gaps, challenges, and potential solutions.

Subfields: Artificial Intelligence, Information Systems, Safety, Risk, Reliability and Quality