Complete systemic-risk evaluation: Which next step best addresses both constraints?
Incomplete evaluation plus scaled sensitive use calls for systemic-risk safeguards before expansion, not notice or ordinary documentation alone.
The question
A medical-administration company uses a general-purpose model without clinical advice. Assume EU AI Act general-purpose systemic-risk duties apply. Its safety evaluation is incomplete, and the model will process sensitive scheduling messages at scale. Which next step best addresses both constraints?
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- Restrict access temporarily while completing ordinary application documentation.Access restriction may reduce exposure, but ordinary application documentation does not address additional systemic-risk model safeguards.
- Rely on the model’s open licensing and remove scheduling messages from routine monitoring.Open licensing does not provide a blanket exemption, and excluding relevant operational data weakens rather than addresses systemic-risk monitoring.
- Publish a user notice and defer technical evaluation until deployment data accumulate.A notice addresses transparency only; it does not resolve incomplete evaluation, systemic-risk mitigation, or cybersecurity concerns before scaled use.
- Complete systemic-risk evaluation, mitigation, incident, and cybersecurity safeguards before scaling. ✓Systemic-risk models require additional evaluation, risk mitigation, serious-incident processes, and cybersecurity measures; incomplete evidence makes scaling premature.
The trap
When systemic risk and incomplete evidence coexist, prioritize the full additional model-control set before scaling. How to remember it
Incomplete evaluation plus scaled sensitive use calls for systemic-risk safeguards before expansion, not notice or ordinary documentation alone.
How many of these would you get right?
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