A different job, the same clerk. These are scholarship personal statements reviewed against a scholarship rubric — not essays. Same pipeline, zero code changes: evidence is cited to the applicant's own words, absence is recorded as a finding, and there is still no field that could rank one applicant against another. Every accepted citation here was also cross-checked by a second, locally-run model (Gemma) — see any finding's “how this finding was produced” panel. Back to the essay review.

What you're looking at: Karani read this class's submissions overnight and prepared the evidence for grading — every finding below is tied to a quote from the student's own writing, checked four ways before it reached this page. What it did not do, and cannot do, is grade: there is no score here, no ranking, and no field anywhere in this system that could hold one. Start with the morning brief, or watch last night's run replay itself — and if you doubt the refusal, try to make it grade something or watch it try to write a grade and get turned away.