Based on how I understand the ContitutionDAO went down the problem is it’s clear to others what funds these things have available going into an auction (as it’s organised publicly).

In ConstitutionDAO’s case it means they were narrowly outbid. In this case the suggestion is it makes it safe for any second buyer to make high bids, knowing the DAO will counter up to a certain amount.