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Learning6 min read

Teach it once. See what stuck.

Most assistants either forget you between chats or hoard everything and never show their working. cognira does neither. You teach it in a sentence. The next reply that uses that memory says so — with a one-tap Forget.

§ 01

You teach

Correct a reply, rate it, or explain a new word. Confirmed meanings enter your private memory immediately, so cognira can use them in the same conversation. There is no settings panel and no special syntax — say it the way you would say it to a person.

A preference, a fact, or a word is written down before the first token of the reply comes back. If it registered, you will see a receipt. No receipt means no memory.

§ 02

It filters

Sensitive, unsafe, badly formatted, and down-rated replies stay out. Only short, useful examples can enter the reviewed learning queue. A wrong memory is worse than a missing one, so capture is tuned for precision over coverage.

Almost everything you teach stays yours alone. The one narrow exception is a word meaning — never your name, job, location, or preferences.

§ 03

It proves it

For a definition to help everyone it has to clear seven checks: independent people, days apart, in agreement, screened, non-conflicting, reworded so it is nobody’s literal sentence, and quizzed. Any one of them stops it.

Background updates wait for enough clean examples and an idle server. A candidate must pass those checks before it can replace anything live. Confirmed teaching still works immediately from private memory — weight updates never block your reply.

Every rejection is public too, at /learning. Showing the queue of things it refused is the only version of “we learn in the open” you can actually check.