pjeby comments on Breaking the chain of akrasia - Less Wrong
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Well, you'll eventually have some suggestive data one way or the other; my guess, though, is that there won't be a strong correlation between precommitment amounts and success.
Rather, I expect you'll mostly see people who 1) keep running off roads or giving up, or 2) who succeed after a small number of failures. People who crank up to a midrange and then stay on their road(s) forever after seem unlikely to me. (This is why I think private branding or flat-fee approaches are your best bet for stable and sustainable funding in the long term.)
I could be wrong, of course. An awful lot depends on what population you end up being a cross-section of.
That's not going to happen, trust me. ;-) There is no silver bullet for that (i.e., no universal solution that doesn't require extensive individual customization), and I've worked with plenty of people for whom Beeminder would be a curse rather than a blessing.
Part of the point is that humans are not homo economicus: not all values are fungible, and some values are in conflict within a given individual.