Does the fact that we usually teach children arithmetic by beginning with concrete objects, such as two apples and two apples, mean that arithmetic is an empirical subject? What, if anything, can we infer from the fact that when we teach children arithmetic we usually begin with concrete objects? You show a child two apples and another two apples and ask, “How many apples are there altogether?” She says “4.” You then do the same with oranges and bananas, and she comes up with the right answer each time. Then, at a certain point you ask the child, “So what is 2 + 2?” and you hope that she makes the leap of abstraction and says “4.” What the child has to grasp is that she is not simply learning interesting facts about fruit and vegetables. She has to catch on to the idea that 2n + 2n = 4n, for any n – even if she is not yet capable of expressing it that way herself. Once the child has “got it,” she will know that if a person has 2 aardvarks and buys 2 more aardvarks, he will end up with 4 aardvarks – even if she has no idea what an aardvark is. So, while the child’s knowledge undoubtedly begins with experience, it ends up going beyond experience.
Science is supposed to be an empirical discipline which makes no claims beyond what has been observed. Indeed, the claim that it is grounded in observation is supposed to be what distinguishes genuine science from pseudo-science. So we seem to faced with a dilemma. On the one hand, we could take the alleged empiricism of science seriously, and refuse to make any claims that go beyond what has actually been observed. There would, however, be a very high price to pay for this. For it would mean that we would have to abandon any talk of discovering laws of nature that apply in all times and all places. On the other hand, we could defend the right of scientists to reason from the particular to the general, and abandon the claim that science is a strictly empirical disciple. Again, this seems to be a high price to pay.
There is both a rationalist and empiricist strand in scientific thinking. A rationalist is someone who sees reason as the main source of knowledge and an empiricist is someone who sees experience as the main source of knowledge. When prediction and observation conflict with one another, a rationalist is more likely to stick with a beautiful theory, and an empiricist is more likely to stick with the observational evidence. Many great scientists have had rationalist sympathies in the sense that they have been unwilling to abandon a promising theory in the light of contrary evidence. Einstein was once asked how he would have reacted if his general theory had not been confirmed by experiment. He replied, “Then I would have felt sorry for the good Lord. The theory is correct anyway.”
The power of science derives from the fact that it combines reason in the form of mathematics with experience in the form of observational data. The rationalist part of science is the belief that there is order “out there”, and that this order can be captured in scientific theories. The empiricist part is that if a theory is to survive and flourish then it must be consistent with the observational facts.