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Applied AI·October 23, 2026·1 min read

Sam Altman: ‘I No Longer Think We’re Gonna Be Able to Just Patch All the Bugs’

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When a leading lab CEO says we won’t be able to “just patch all the bugs,” he’s telegraphing that AI risk management will look more like safety engineering than app updates. Operators should be budgeting for continuous red-teaming, layered controls, and incident response around models—not assuming vendor patches will close every gap.

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.