Perhaps I'm horribly missing something here, but it seems to me that science is moving toward a goal: an accurate description of the real world.
This is all a bit subtle, maybe so subtle it's not even really there but I think the point is we don't have a goal to move
toward. All we can do is move
away from wrongness. We don't actually know if that is necessarily toward "right".
There may be a lot of different paths all of which lead away from wrong but some may not be heading directly toward right. For example, GR is less wrong than Newton's ideas of gravitation. That has been shown. However, what if the "right" answer is something utterly different from GR. It is a blind alley in itself. Maybe one of the new multi dimensional thingies is off in a different direction and less wrong than GR but still not heading in whatever might be the right direction either.