Abram,
I was going to drop the discussion, but then I thought I figured out why you
kept trying to paper over the difference.  Of course, our personal
disagreement is trivial; it isn't that important.  But the problem with
Solomonoff Induction is that not only is the output hopelessly tangled and
seriously infinite, but the input is as well.  The definition of "all
possible programs," like the definition of "all possible mathematical
functions," is not a proper mathematical problem that can be comprehended in
an analytical way.  I think that is the part you haven't totally figured out
yet (if you will excuse the pun).  "Total program space," does not represent
a comprehensible computational concept.  When you try find a way to work out
feasible computable examples it is not enough to limit the output string
space, you HAVE to limit the program space in the same way.  That second
limitation makes the entire concept of "total program space," much too
weak for our purposes.  You seem to know this at an intuitive operational
level, but it seems to me that you haven't truly grasped the implications.

I say that Solomonoff Induction is computational but I have to use a trick
to justify that remark.  I think the trick may be acceptable, but I am not
sure.  But the possibility that the concept of "all possible programs,"
might be computational doesn't mean that that it is a sound mathematical
concept.  This underlies the reason that I intuitively came to the
conclusion that Solomonoff Induction was transfinite.  However, I wasn't
able to prove it because the hypothetical concept of "all possible program
space," is so pretentious that it does not lend itself to mathematical
analysis.

I just wanted to point this detail out because your implied view that you
agreed with me but "total program space" was "mathematically well-defined"
did not make any sense.
Jim Bromer



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agi
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