article / HNK

Useful feedback changes the next sentence the student writes.

Mentor comments should target the weak explanation, the missing limit, or the unowned generated line.

Mentors question; they do not author

A mentor may ask “what would make this false?” A mentor may not paste a better paragraph into the student’s file. If the adult’s voice is what a reviewer hears, the literacy evidence is gone.

Keep HNK’s public positioning in view: turn AI output into an inspectable human explanation. Do not import QFP’s prototype talk, QKV’s laboratory protocol, or PQK’s field-friction log onto this page. Those brands are related projects of the same institution and they answer different jobs.

If this article is the reason you want a fit conversation, write info@hnk.org with the unexplained sentence only. English is welcome. Do not send other people’s records.