From: Eliezer S. Yudkowsky (sentience@pobox.com)
Date: Sat May 06 2006 - 19:22:05 MDT
Ben Goertzel wrote:
> 
> And, when you tell him the evidence his judgments are based on was
> highly biased, he may not believe you ---- because he may believe your
> judgment is flawed because you're not smart enough to assess such
> things, etc...
> 
> In this case, among others, you might disagree with someone who you
> believe to be rational...
To be precise, you've just stated that you can have a persistent 
disagreement with someone whom you believe to be rational, who does not 
believe you to be rational.  But this implies a further dispute over 
your own rationality - you and the other have different probability 
assignments about this.  Do you believe that the person has biased data 
in this dispute, or that he is not rationally evaluating your own 
rationality?
IIRC, I think one of Robin Hanson's papers tries to extend Aumann's 
Agreement Theorem to prove that either you don't believe the other 
person is meta-rational (rational in evaluations of self and others' 
rationality), or you believe that you were born with better "ur-priors", 
that is, prior probabilities before any evidence whatsoever comes in (as 
opposed to priors in any particular situation, like mammographies and so 
on).  Robin Hanson concludes that since you have no reason to think you 
were luckily born with better ur-priors, you are being irrational. 
Personally I think the concept of "meta-rationality" is poorly defined, 
because the notion of "trust in the probability assignments of a 
cognitive process" is something I'm still trying to define rigorously 
myself.
For those just tuning in, Aumann's Agreement Theorem is the base result 
that shows that if perfect Bayesians have common knowledge of each 
other's probability assignments (I know, you know I know, I know you 
know ad infinitum) then they have the same probability assignments.  The 
original Agreement Theorem has been extended in dozens of different ways 
by weakening various assumptions; there's a cottage industry built 
around it.
-- Eliezer S. Yudkowsky http://intelligence.org/ Research Fellow, Singularity Institute for Artificial Intelligence
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