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Applied AI·September 10, 2026·1 min read

OpenAI asks Congress for mandatory national AI safety rules before it adjourns

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A major lab publicly asking Congress for mandatory, capability-based AI safety rules is an attempt to lock in a national floor on obligations before the next model wave. Enterprises deploying advanced models should expect more formal thresholds—by capability, not just parameter count—that trigger audits, disclosures, and internal governance work.

Applied AI

Sources: Chinese AI chipmakers Huawei, Cambricon, MetaX, and Iluvatar CoreX have raised prices for current and next-gen chips by 20%-50% due to rising HBM costs

Chinese AI chipmakers lifting prices 20–50% on current and next-gen parts because of HBM shortages shows memory, not just compute, is now a primary choke point. If you’re designing or buying accelerators, optimize architectures for memory efficiency and diversify HBM supply assumptions—or your AI cost curves will surprise you.