Two operator-relevant signals from this week, translated into concrete controls teams can execute immediately.

• Distillation attacks moved from model-lab concern to enterprise operations risk.
• NIST's AI Agent Standards Initiative reinforced near-term interoperability and accountability expectations.
• A 25-minute weekly governance desk loop you can run every Monday.

1. Treat provider security bulletins as workflow events, not background reading.
2. Classify AI usage into open-assist, controlled-assist, and restricted classes.
3. Add interoperability and control portability checks to AI procurement intake.
4. Require a human accountability map for every agent-like workflow.
5. Ship a one-page operator update: what changed, what to do, what not to do.

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