The jump from a demo to a serious system does not happen when AI gets more tools. It happens when the system can show what it did, with what evidence, under whose authority and what must happen when that evidence is insufficient.
// ARTICLE
The problem isn’t giving AI more autonomy. It’s knowing when not to trust it.
Useful autonomy needs evidence, permissions, traceability, separation of roles and the ability to block.
// ORVIXLABS
Discuss a system