article / HNK

The library is where explanations become reusable.

Students should be able to retrieve an old map and still understand it months later.

Keep the cards, not the chat logs

An evidence library here is a folder of claim cards, maps, and teach-back sheets. Chat exports without those cards are not evidence of literacy. Date the cards. Leave unknown boxes empty rather than backfilling from a later prompt.

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.