Safety isn't a layer added at the end. It's part of training, of deployment, and of incident response.
Systems should help as many people as possible, in their language, with their context.
We say what we know and what we don't. We cite sources. We acknowledge mistakes.
We don't enable harm. We evaluate before deploying and monitor afterward.
We publish evaluations, methods, and results — including the negative ones.
Four stages we repeat for each model, feature, and deployment.
The safety team participates from the first line of code of every model. Not a reviewer — a co-author.
Before each launch we run 612 tests across 11 categories. Results go in the public report.
We start with a closed group, then scale by country and plan, monitoring incidents in real time.
If something fails we detect it in under 15 min and publish a postmortem within 7 days.
“Safety is a public commitment or it's nothing. If only we know what we measure, only we can say we passed.”
Technical card for each model with its scores on the full framework.
What you can and can't do with vMira, and why.
Operational decisions, incident reports, and postmortems.