{facepalm}
Physicists already know that on the scales of the universe, there is no conservation of energy.
I hate to break it to you folks, but most of you are dead wrong about conservation laws. Conservation laws are a fundamental part of your education, but they are not a fundamental part of the universe. They are dependent on symmetry, as German mathematician Emmy Noether figured out. What this means is that energy is not conserved on universal scales, though it is still a very powerful analysis tool on smaller scales. We already have good reasons to believe that there is no time symmetry in deep time. The part relevant to the above specifically is at 10:15, but the whole video is worth watching.
https://www.youtube.com/watch?v=PUn2izowBkw
We know that the universe is expanding, and that this expansion is accelerating. So, do you know what happens when the expansion of space itself starts pulling quarks apart? Can you describe the physics? Do we even know that is going to happen?
Also: Physics Girl -- On universal scales, energy is not conserved! https://www.youtube.com/watch?v=GHCc9b2phn0