Newton's work was correct, but incomplete. He conducted thought experiments in "absolute space", where space was inert, and time was constant. It was off in extreme cases such as objects with high velocities or objects with high gravitational fields. It couldn't predict things like gravitational redshift. That doesn't make Newton wrong, it just draws a border around what it can be used for.