Cybersecurity

Token Billing Exposes AI's Missing ROI And Puts Billion-Dollar Bets At Risk

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Major AI providers like Anthropic and OpenAI have transitioned to usage-based token billing, revealing significant monthly costs for enterprise customers like Uber and Microsoft. This shift forces a direct calculation of return on investment as companies report high spending without clear productivity gains. Tech professionals should prepare for stricter budget oversight as CFOs gain visibility into per-task costs, potentially leading to a pullback in broad AI agent adoption.

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