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Applied AI·October 9, 2026·1 min read

Anthropic and OpenAI’s Revenue Calculations Confuse Investors

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When the two leading labs use different definitions for a "closely watched" revenue metric, private-market comps become guesswork. If you're raising or buying in this space, push for apples-to-apples metrics—booked vs. run-rate, gross vs. net of credits—before you anchor valuation.

Applied AI

Sources: top execs at Anthropic, OpenAI, and others are gaming out scenarios for a public and political revolt following a catastrophic AI event

If labs are already running ‘day after’ scenarios for a catastrophic AI event, the real near-term constraint is political risk, not just technical capability. Boards deploying advanced models should assume that one high-profile failure could trigger a regulatory whiplash that rewrites your risk, audit, and disclosure obligations in a single quarter.