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Preliminary internal evidence that an upcoming model could hit critical cybersecurity risk thresholds prompted OpenAI to pause reinforcement learning runs, isolate research networks, and introduce continuous monitoring that adds an estimated 20% compute overhead.

Amazon disclosed multi-year, multi-gigawatt Trainium capacity commitments from Anthropic and OpenAI alongside triple-digit growth in its custom silicon and cloud AI divisions.