I more than double posted, I did not realize this was even getting posted because it kept telling me there was an error. Sorry about this folks.
My intention was to describe this as the early building blocks of autonomous robotic learning through simply watching humans, as the reference articles indicate. At the very end they wrap it up nicely saying...
"Our experiments show how limited semantically labeled data can be combined with data that is collected and labeled automatically by the robots, in order to enable robots to understand events, object categories, and user demonstrations. In the future, we might imagine that robotic systems could be trained with a combination of user-annotated data and ever-increasing autonomously collected datasets, improving robotic capability and easing the engineering burden of designing autonomous robots. Furthermore, as robotic systems collect more and more automatically annotated data in the real world, this data can be used to improve not just robotic systems, but also systems for computer vision, speech recognition, and natural language processing that can all benefit from such large auxiliary data sources."