gwern comments on Checklist of Rationality Habits - Less Wrong

117 Post author: AnnaSalamon 07 November 2012 09:19PM

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Comment author: gwern 20 November 2012 09:41:48PM 1 point [-]

This is equivalent to comparing 10.8 + C, 11.69 + C, and 20.7 + C, where C is an arbitrary constant.

This is what I did, without the pedantry of the C.

In particular, it's invalid to say "U1 is twice as good as U2". For that matter, even if you don't like utility functions, this is suspicious in general: what does it mean to say "I would be twice as happy if I had a million dollars"?

I don't follow at all. How can utilities not be comparable in terms of multiplication? This falls out pretty much exactly from your classic cardinal utility function! You seem to be assuming ordinal utilities but I don't see why you would talk about something I did not draw on nor would accept.

Comment author: Kindly 20 November 2012 10:34:29PM 2 points [-]

This is what I did, without the pedantry of the C.

The point is that because the constant is there, saying that utility grows logarithmically in money underspecifies the actual function. By ignoring C, you are implicitly using $1 as a point of comparison.

A generous interpretation of your claim would be to say that to someone who currently only has $1, having a billion dollars is twice as good as having $50000 -- in the sense, for example, that a 50% chance of the former is just as good as a 100% chance of the latter. This doesn't seem outright implausible (having $50000 means you jump from "starving in the street" to "being more financially secure than I currently am", which solves a lot of the problems that the $1 person has). However, it's also irrelevant to someone who is guaranteed $50000 in all outcomes under consideration.

Comment author: gwern 20 November 2012 11:00:14PM 1 point [-]

However, it's also irrelevant to someone who is guaranteed $50000 in all outcomes under consideration.

Then how do you suggest the person under discussion evaluate their working patterns if log utilities are only useful for expected values?

Comment author: Kindly 20 November 2012 11:14:11PM 4 points [-]

By comparing changes in utility as opposed to absolute values.

To the person with $50000, a change to $70000 would have a log utility of 0.336, and a change to $1 billion would have a log utility of 9.903. A change to $1 would have a log utility of -10.819.

Comment author: gwern 20 November 2012 11:33:43PM 1 point [-]

I see, thanks.

Comment author: The_Duck 20 November 2012 10:19:36PM *  1 point [-]

How can utilities not be comparable in terms of multiplication?

"The utility of A is twice the utility of B" is not a statement that remains true if we add the same constant to both utilities, so it's not an obviously meaningful statement. We can make the ratio come out however we want by performing an overall shift of the utility function. The fact that we think of utilities as cardinal numbers doesn't mean we assign any meaning to ratios of utilities. But it seemed that you were trying to say that a person with a logarithmic utility function assesses $10^9 as having twice the utility of $50k.

Comment author: gwern 20 November 2012 11:05:53PM 0 points [-]

The fact that we think of utilities as cardinal numbers doesn't mean we assign any meaning to ratios of utilities.

Kindly says the ratios do have relevance to considering bets or risks.

But it seemed that you were trying to say that a person with a logarithmic utility function assesses $10^9 as having twice the utility of $50k.

Yes, I think I see my error now, but I think the force of the numbers is clear: log utility in money may be more extreme than most people would intuitively expect.