> It seems to me that this answer *assumes* that Hutter's work is completely
> right, an assumption in conflict with the uneasiness you express in your
> previous email.

It's "right" as mathematics...

I don't think his definition of intelligence is the  maximally useful one,
though I think it's a reasonably OK one.

I have proposed a different but related definition of intelligence, before,
and have not been entirely satisfied with my own definition, either.  I like
mine better than Hutter's... but I have not proved any cool theorems about
mine...

> If Novamente can do something AIXI cannot, then Hutter's
> work is very highly valuable because it provides a benchmark against which
> this becomes clear.
>
> If you intuitively feel that Novamente has something AIXI doesn't, then
> Hutter's work is very highly valuable whether your feeling proves correct
> or not, because it's by comparing Novamente against AIXI that you'll learn
> what this valuable thing really *is*.  This holds true whether the answer
> turns out to be "It's capability X that I didn't previously really know
> how to build, and hence didn't see as obviously lacking in AIXI" or "It's
> capability X that I didn't previously really know how to build, and
> hence didn't see as obviously emerging from AIXI".
>
> So do you still feel that Hutter's work tells you nothing of any use?

Well, it hasn't so far.

It may in the future.  If it does I'll say so ;-)

The thing is, I (like many others) thought of algorithms equivalent to AIXI
years ago, and dismissed them as useless.  What I didn't do is prove
anything
about these algorithms, I just thought of them and ignored them....  Partly
because I didn't see how to prove the theorems, and partly because I thought
even once I proved the theorems, I wouldn't have anything pragmatically
useful...

-- Ben

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