Thagard (2012) contains a nicely compact passage on thought experiments:
Grisdale’s (2010) discussion of modern conceptions of water refutes a highly influential thought experiment that the meaning of water is largely a matter of reference to the world rather than mental representation. Putnam (1975) invited people to consider a planet, Twin Earth, that is a near duplicate of our own. The only difference is that on Twin Earth water is a more complicated substance XYZ rather than H2O. Water on Twin Earth is imagined to be indistinguishable from H2O, so people have the same mental representation of it. Nevertheless, according to Putnam, the meaning of the concept water on Twin Earth is different because it refers to XYZ rather than H2O. Putnam’s famous conclusion is that “meaning just ain’t in the head.”
The apparent conceivability of Twin Earth as identical to Earth except for the different constitution of water depends on ignorance of chemistry. As Grisdale (2010) documents, even a slight change in the chemical constitution of water produces dramatic changes in its effects. If normal hydrogen is replaced by different isotopes, deuterium or tritium, the water molecule markedly changes its chemical properties. Life would be impossible if H2O were replaced by heavy water, D2O or T2O; and compounds made of elements different from hydrogen and oxygen would be even more different in their properties. Hence Putnam’s thought experiment is scientifically incoherent: If water were not H2O, Twin Earth would not be at all like Earth. [See also Universal Fire. --Luke]
This incoherence should serve as a warning to philosophers who try to base theories on thought experiments, a practice I have criticized in relation to concepts of mind (Thagard, 2010a, ch. 2). Some philosophers have thought that the nonmaterial nature of consciousness is shown by their ability to imagine beings (zombies) who are physically just like people but who lack consciousness. It is entirely likely, however, that once the brain mechanisms that produce consciousness are better understood, it will become clear that zombies are as fanciful as Putnam’s XYZ. Just as imagining that water is XYZ is a sign only of ignorance of chemistry, imagining that consciousness is nonbiological may well turn out to reveal ignorance rather than some profound conceptual truth about the nature of mind. Of course, the hypothesis that consciousness is a brain process is not part of most people’s everyday concept of consciousness, but psychological concepts can progress just like ones in physics and chemistry. [See also the Zombies Sequence. --Luke]
That would be an even weirder version of Earth. Well, less weird because it wouldn't be a barren, waterless hellscape, but easier for my mind to paint.
A universe were cats were replaced with cat-imitating robots would be amazing for humans. Instead of the bronze age, we would hunt cats for their strong skeletons to use as tools and weapons. Should the skeletons be made instead of brittle epoxy of some kind, we would be able to study cat factories and bootstrap our mechanical knowledge. Should cats be self replicating with nano-machines, we would employ them as guard animals for crops bootstrapping agriculture; an artificial animal which cannot be eaten would have caused other animals to evolve not to mess with them. Should cats, somehow, manage to turn themselves edible after they die, we would still be able to look at their construction and know that they were not crafted by evolution; humanity would know that there was another race out there in the stars and that artificial life was possible. Twin-Eliezer could point to cats and say, "see, we can do this," and all of humanity would be able to agree and put huge sums of money into AI research.
And if they are cat-robots who are indeed made of bone instead of metal, who reproduce just like cats do, who have exactly the same chemical composition as cats, and evolved here on earth in the exact same way cats do... then they're just cats. The concept of identical-robot-cats is no different than the worthless concept of philosophical zombies. That's the whole point of the quote.
Well you could go for something much more subtle, like using sugar of the opposite handedness on the other 'Earth'. I don't think it really changes the argument much whether the distinction is subtle or not.