If we suppose an “actual” probability which reflects the likelihood that an outcome actually happens

...

An agent which successfully models a possible future and assigns it a good probability [h]as foreseen that future.

This seems to be talking about some notion of objective probability.

After reading the Foresight paragraph, I find myself more confused than if I had just read the title "Foresight".