👁️ Supervision

Overview Metamorphic testing has been applied in many domains and has proven to be effective for test case generation and fault detection. It is a software testing strategy that uses certain relations between input-output pairs of a program, referred to as metamorphic relations.

Overview Collaborative Artificial Intelligence Systems (CAISs) are systems wherein robots and humans work in a shared space and the robots are equipped with artificial intelligence or machine learning (ML) components. While humans can reason about simple tasks like seeing and smelling almost instinctively, robots even with ML components struggle with completing these tasks successfully.