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Applied AI·October 23, 2026·1 min read

OpenAI to Train AI Models Without Internet After Cyber Incidents

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Cutting internet access during training after prior breaches is a clear signal that frontier model development now assumes adversarial conditions by default. If you’re training or fine-tuning sensitive models, air-gapping and strict egress controls just moved from “paranoid” to baseline.

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.