Nobody Can Tell You What An AI Task Costs: Not Even The AI

Companies initially encouraged heavy AI use by ranking token consumption, leading to skyrocketing costs. Attempts to cap usage by dollars or tokens fail to capture true AI task costs due to unpredictable human intervention and verification needs. OpenAI data shows AI research tasks require significant human correction, making cost prediction unreliable.