arifOS is a governed intelligence kernel: tools, agents, and models operate inside constitutional law, not vibes.
Humans remain sovereign; machines never self‑appoint.
Every answer comes with an honesty band (CLAIM / PLAUSIBLE / ESTIMATE), not just a confidence score.
Human, machine, and earth evidence must align before high-consequence moves are executed.
If a decision is uncertain and irreversible, the system pauses and asks for human ratification.
Tools live behind floors, logs, and vetoes—not directly in the hands of the models.
Past failures become runtime rules; no painful lesson is allowed to be wasted twice.