Paper argues that "the verification-value paradox . . . suggests increases in efficiency from AI use in legal practice will be met by a correspondingly greater imperative to manually verify any outputs of that use, rendering the net value of AI use often negligible to lawyers." Auckland faculty research series Oct 2025.