Risk Considerations for Autonomy Software

The application of increasingly higher level of autonomy for safety critical systems is inevitable. Ensuring the reliability of such systems requires managing the uncertainties that occur due to the increased autonomy. Our research indicates the increased uncertainty in autonomous software is due to increased discontinuities in the state space and inadequate situational awareness.