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Microsoft’s Copilot tools lead to a marked increase in task execution speed, without a notable decrease in quality. Users who have interacted with LLM-based tools show a higher willingness to pay for them, indicating that these tools offer value beyond initial expectations. The research anticipates broader application across various tasks and roles, hinting at a future where AI's role in productivity is more pervasive.