Soares's talk transcript posted in April 2017 states that a powerful optimiser produced by gradient descent should by default be expected to have a goal that strongly correlates with its training objective in the training environment but sharply diverges from it in new environments.

One recorded claim. The claim panel gives its qualification, the source passages with their place in each source, and how it was checked.