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Applied AI·April 15, 2026·1 min read

OpenAI's $852B Valuation Not Too High: Vinod Khosla

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Treat an $852B private valuation as a macro input—capital is pricing in that frontier model spend on chips and data centers will stay unconstrained for years. If you’re not at that scale, your edge is not “better models” but faster verticalization, lower latency on decisions, and ruthless focus on unit economics while the giants optimize for total addressable compute.

Applied AI

Objection, which aims to use AI and experts to evaluate claims in news stories, debuts with funding from Peter Thiel, Balaji Srinivasan; evaluations cost $2,000 (Rebecca Bellan/TechCrunch)

Charging $2,000 per AI-plus-expert fact evaluation turns “truth” into a premium B2B service—brands and litigators get adjudication, everyone else gets the feed. If your company’s reputation risk is material, budget for third-party AI-native verification the same way you budget for legal and PR.