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Applied AI·October 23, 2026·1 min read

OpenAI Sets Target Valuation of $1.25 Trillion

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If OpenAI clears a $30 billion raise at a $1.25 trillion valuation, AI labs are no longer just vendors in your stack—they’re macro assets whose incentives will shape pricing, access, and roadmap stability. Enterprise buyers should assume more aggressive monetization, tighter ecosystem control, and longer contract lock-ins as that capital looks for returns.

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.