Funny thing, science. Most of us do experiments to show that something is so, but in reality we're excluding other possibilities. What we're doing, if we think about it, is trying to disprove hypotheses so that a theory is strengthened. Now that sounds a little odd, but it is the basis of the scientific method.
An observation leads to a hypothesis explaining that observation. We test that hypothesis by doing an experiment. We think of another hypothesis, and test that one. And we keep doing this, until we run out of testable hypotheses, to formulate a theory that is not contradicted by evidence, one that we say is 'supported' by experiment. Philosophically, it is difficult to be certain that any explanation of a phenomenon really represents reality, that is it is difficult to prove anything This is because someone with a good imagination can always come up with an explanation that fits the evidence but does not agree with your pet theory. It is much easier to disprove something.
We have Ockham, of course, but that is a philosophical concept and it although it might say something is likely or not, it does not tell us that something is. This is why good experiment design is important.
And yes, this is also why proponents of Intelligent Design do not make good scientists and and why it is bloody difficult to reason with them. They do not have any hypotheses in support of their position that are falsifiable. You can not prove them wrong, because everytime they are in a corner, puff of smoke! Dear old William can just go whistle.
But I did not want to argue about that today. I want to talk about proof, and faith.
A lot of people, and especially scientists and other rationalists, get very confused when talking about faith, and indeed proof. Is faith really a belief in the the improbable, the illogical or even the irrational? If you have evidence, does it stop being faith? If you have evidence is it necesarily proof? Surely you can only have faith in things that can not be proved, or that you know are not true? A few weeks ago someone opined that anyone who could have faith in the intangible was stupid. I wondered aloud where that left scientists, because let's face it friends, we all have faith in things we can not prove. Our experiments, our theories; we can only support from evidence, we can only prove, so much.

