Comment by Ali Mohamed Omar

We therefore support a mandatory incident reporting, layered technical safeguards, independent audits, and measures to mitigate algorithmic bias and protect vulnerable populations. When agreed capability thresholds are crossed, deployment must be suspended until risks can be reliably managed. The Secretary-General's proposal to explore an international institution capable of setting standards, enabling verification, and convening states when such thresholds are crossed deserves a careful consideration.