No child versus cohort. Ever.A child is read alongside their own past self — never as a rank. No teacher league tables either, even when asked.
User text never reaches an AI instruction.Fixed vetted jobs, dials, starred evidence — and a teacher reviews every word.
Links are rooms, not doors.The school token never travels in a URL; a sent link is never silently rewritten.
Names and observations are never machine-translated silently.A teacher's words stay the teacher's words.
The non-AI implementation stays genuinely capable.The intelligence is local-first and costs nothing per use — schools evaluate the real thing.
No new workload.Gatherr never asks a teacher to enter data it exists to display. And the standing test for every generated read: if the child and their family read this, would the next conversation be warmer and wiser? If not, it doesn't ship.