§ 01
A replaceable checkpoint
cognira Retrain 12B is the live model, retrained on a Gemma 4 base. The earlier 188M Omega checkpoint is deprecated in-product, but stays published, open-source, on Hugging Face.
The checkpoint sits behind an interface, so memory, safety rules, and user ownership survive future model changes. cognira is a workshop, not a monument.
- Inference is served on our own stack, not forwarded to another model API.
- Checkpoint-specific thresholds live in calibration, not product code.
- The learning loop survives future checkpoint replacements.
§ 02
Why we tell the truth
“Most AI marketing is fiction. Ours can’t afford to be — you’d notice tomorrow if we lied today.”
A model that improves in public has nowhere to hide. That is why rejections are logged at /learning, why there is no invented carbon figure, and why we still say frontier systems will beat this one on trivia.
§ 03
Who to write to
Email [email protected]. A human writes back. More on the person behind it on the about page.