ABSTRACT
This isn’t surprising. Knowing that the coin landed heads isn’t particularly informative about whether the coin is fair or biased, since it would be unsurprising either way. On the other hand, if you had instead learned that the coin had landed tails, then it would maximize expected accuracy to reject the tradeoff . After all, knowing that the coin landed tails gives you fairly strong evidence in support of the coin’s being fair.
