I've been thinking recently that I believe in the Theory of Evolution on about the same level as in the Theory of Plate Tectonics. I have grown up being taught that both are true, and I am capable of doing research in either field, or at least reading the literature to examine them for myself. I have not done so in either case, to any reasonable extent.
I am not swayed by the fact that some people consider the former (and not so much the latter) to be controversial, primarily because those people aren't scientists. I tend to be self-congratulatory about this fact, but then I think that I am essentially not interested in examining the evidence, but I am essentially taking it on faith (which the creationists are quick to point out). I think I have good Bayesian reasons to take science on faith (rather than, say, mythology that is being offered in its stead), but do I therefore have good reasons to accept a particular well-established scientific theory on faith, or is it incumbent upon me to examine it, if I think its conclusions are important to my life?
In other words, is it epistemologically wrong to rely on an authority that has produced a number of correct statements (that I could and did verify) to be more or less correct in the future? If I think of this problem as a sort of belief network, with a parent node that has causal connections to hundreds of children, I think such a reliance is reasonable, once you establish that the authority is indeed accurate. On the other hand, appeal to authority is probably the most famous fallacy there is.
Any thoughts? If Eliezer or other people have written on this exact topic, a reference would be appreciated.
Back when Pearl was arguing for the adoption of probability over logic in AI (for example, in the intro to his 88 book), he was talking about things like "rumor propagation" that logic calculus does not handle well, but probability calculus does. There is not much mention of B vs F in his defense, just properties of probability theory itself.
What Jaynes' quote is really about is that logic calculus and probability calculus are not the same. Logic obeys locality, probability does not, etc. Bringing issues of epistemology into this is either a confusion of issues or a deliberate bait and switch.
I publish in a conference called "UAI" (Uncertainty in AI) a lot. There is a word "uncertainty" in the title, but I assure you, the community is far from uniformly Bayesian.
Agreed, and I would go further and say Jaynes is making the claim that probability calculus is superior to logic calculus.
I was confused- I flipped "interpret probabilities as beliefs" and "interpret beliefs as probabilities."
The issue I still haven't resolved is whether you're ... (read more)