Whilst physical barriers make it easier to provide guarantees about the machine’s safety, to realise the potential of cobotics, autonomous systems should operate within an open, or unconstrained, environment. However, the more interaction the autonomous machine has with other things, the harder safety assurance becomes to achieve. Thus, more subtle forms of safety mechanisms are needed.