I did a calculation on this one once. Let's assume AES can only be broken using brute force. Clearly we are going to need a counter, which counts from 0 to 2256-1, and on average it will need to count to 2255. Running this counter takes energy. How much energy does it take?
As it turns out, there is a thermodynamic limit here, Landauer's principle. At a given temperature, there is a minimum amount of energy it can take to set a bit (1 bit of entropy), because if we don't spend that much energy, we can actually decrease the entropy of the system, which is thermodynamically impossible. The energy it takes is kT ln 2, where k is Boltzman's constant (1.38×10−23 J/K) and T is the temperature in kelvin. Obviously we want to do this as affordably as possible, so lets do the calculations at 3 kelvin, which is roughly the temperature of the background radiation of the universe. We can't get any cooler than that without spending more energy to cool the system than we'd have spent on flipping the bits! This pins the energy cost of flipping a bit at 2.87×10−23 J/bit.
Now, how many bit flips do we need? The answer will be a lot, so to keep the energy quantities in human understandable terms, I'd like to simplify the problem. Rather than solving AES-256, let's pretend we were solving AES-192, which only requires counting to 2191. So how many bit flips do we need? If we counted in normal binary, we may need to flip multiple bits per increment of the counter. That's annoying to calculate, so lets pretend we could do this counter with Grey Codes, which only flip one bit per increment.
Incrementing a counter 2191 times, at 2.87×10−23 J/bit yields 9×1034 J. That's a lot of energy. In fact, if I go to one of my favorite Wikipedia pages, Order of Magnitude (energy), we see that the energy emitted by our sun every year is 1.2×1034 J. That's right. Just running the counter that would be at the core of the AES breaking process would take the sum total of nearly a decade of the sun's energetic output. All of it.
Now if we revisit the original AES-256 problem, the energy costs go up by 264. Thus that counter would take 1.6×1054 J. Again, looking at Order of Magnitude (energy), we find that the total visible mass energy in the milky way galaxy is 4×1058 J. Thus, if you were to convert 0.004% of the total mass energy of the galaxy (i.e. converting all of the mass to energy using E=mc2), you could run a counter which could count from 0 to 2255.
This is why one never brute forces a modern crypto algorithm. The amounts of energy called for are literally at the level of "heat death of the universe."