I guess it's hard for me to understand what's irrational about advising them to eat the rice (as you indicated you would do). It seems like the only sane choice. I'm not sure exactly what you mean by "faith", but if advising people to eat the rice is based on it, then it must be compatible with rationality, right?
Right--choose the rice, assuming you (or they) want to live. That seems like the only sane choice, doesn't it?
Maybe this is a problem of terminology. You seem to be using the labels "faith" and "reason" in certain ways. Especially, you seem to be using the label "reason" to refer to the following of certain rules, but which you can't see how to justify.
Maybe instead of focusing on those rules (whatever they may happen to be), you should focus on why the rules are valuable in the first place (if they are). Presumably, it's because they reliably lead to success in achieving one's goals. The worth of the rules is contingent on their usefulness; it's not rational to believe only things you can prove with absolute certainty, because that would mean believing nothing, doing nothing, dying early and having no fun, and nobody wants that!
(In case you haven't read it, you might want to check you Newcomb's Problem and Regret of Rationality, from 2008.)
My conception of reason is based on determining what is true, completely and entirely irrespective of pragmatism. To call skeptical arguments irrational and call an anti-skeptical case rational would mean losing sight of the important fact that ONLY pragmatic considerations lead to the rejection of skepticism.
Rationality, to me, is defined as the hypothetical set of rules which reliably determine truth, not by coincidence, but because they must determine truth by their nature. Anything which does not follow said rules are irrational. Even if skepticism is...
I've raised arguments for philosophical scepticism before, which have mostly been argued against in a Popper-esque manner of arguing that even if we don't know anything with certainty, we can have legitimate knowledge on probabilities.
The problem with this, however, is how you answer a sceptic about the notion of probability having a correlation with reality. Probability depends upon axioms of probability- how are said axioms to be justified? It can't be by definition, or it has no correlation to reality.