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Applied AI·July 25, 2026·1 min read

OpenAI hit by another outage as ChatGPT, Codex, and APIs stumble together

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Four outages in four days is a reminder that LLM platforms are still probabilistic in reliability as well as output. If your product depends on external AI APIs, you need multi-vendor failover, local degradation paths, and clear SLOs—or a plan to explain downtime to customers who thought “cloud” meant always-on.

Applied AI

OpenAI quietly signs letter from Nvidia, Microsoft, and Meta warning about dangers of 'premature restrictions' on open-weight AI models — as the White House accuses China of stealing from Anthropic

US labs and chipmakers are aligning around keeping open-weight models loosely regulated even as the White House leans into IP theft concerns. Policy risk is now a first-order variable in your model strategy — document where you depend on open weights and what happens if access tightens by jurisdiction.