Scott argues that projects attempting to "solve debate" through argument mapping or similar technologies are fundamentally doomed because real arguments don't work like logical syllogisms, people don't actually want structured debates, and there's no evidence this approach has ever worked.

Scott Alexander argues that true logical debate, rarely attempted, could be more effective in changing minds than commonly believed, and is necessary for long-term progress in distinguishing truth from falsehood.

Scott distinguishes between a statement's denotation (factual content) and connotation (emotional implications), showing how technically true statements can mislead through subtext, and proposes ADBOC as a response technique.