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What does this mean for other forms of life that do not think? Right now - staring at my dog - I can't be sure he doesn't think, because it looks like at least something is ticking around in there.
We have no way of confirming that dogs think in the same way we do. That is, we lack communication of abstract thoughts. Therefore, nothing concrete can be concluded one way or another.
However, owning a dog myself, I know what you mean. They can often respond to a simple gesture or your overall demeanor and react accordingly. My dog, for example, knows when I am going for the leash, even if I am walking away from the leash at the time. There is communication between humans and dogs, and it does appear that there is a "hamster running in the wheel", but we will probably never be able to communicate at the same level as we do with other humans. We will never be able to confirm the structure of our inner thoughts with any other species besides our own (barring extraterrestrial intelligent aliens, and maybe not even then).