The way you describe the first one, it lacks anything to nudge the distribution in a particular direction, such as prompting (pre-conditioning) or filtering (post-conditioning). But if you meant to include those— how do you know they don’t work at sufficient scale? have you tried it with LLaMA? I thought it’s still more-or-less an open question