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Applied AI·October 23, 2026·1 min read

OpenAI now trains its frontier AI models with no internet access

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Cutting frontier models off from the live internet during training is a clear admission that model behavior is now a cyber risk surface, not just a research artifact. If you’re training or fine-tuning powerful models, expect regulators and customers to start asking for your equivalent of an “offline range” and red-team environment.

Applied AI

US Government issues order to remove all DeepSeek products and third-party services developed using DeepSeek immediately, as more fears of Chinese LLM loom large

A blanket federal ban on DeepSeek is a clear line: provenance and jurisdiction of LLMs are now procurement criteria, not afterthoughts. If you sell into regulated or public-sector markets, expect hard questions about where your models were trained, who can access telemetry, and how you’ll swap vendors under pressure.