the Two Literacies — Graduate Edition: Specify Problem. Recognize When AI Is Wrong.

The Graduate Edition of The Two Literacies, adapted for the working conditions of graduate study. Every program now has the same AI. What separates the graduate students who pull ahead is a discipline - two paired literacies - that compounds across a degree and onto the job market.SPEC: the discipline of specifying exactly what you need before AI generates anything - the argument you are making, the conventions of your subfield, the standard your advisor reads against.CATCH: the discipline of recognizing the seven ways AI quietly gets it wrong - fabricated citations, plausible-but-wrong numbers, missing context, drift across long drafts, and failures in domains you cannot audit.The stakes invert for graduate students. A professional fears losing a standing; you fear never building one. A single fabricated citation, caught at the defense or after publication, can end a reputation before it starts. This book teaches the discipline that catches the confident, well-formed failure before it ships under your name.Through four composite students across four fields - a dissertation, a sequencing pipeline, a policy memo, a legal doctrine review - it shows the same framework biting differently in each. Includes a starter spec library for the documents graduate study actually repeats, a 30-second audit card, and a twelve-week install plan.SPEC the input. CATCH the failure. Both, every time. Install it now, while the cost of a mistake is still a draft and not a career.

Pages: 120, Paperback, SK Scholarly Works