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But Dorsey’s statement comes as companies are still in the early stages of AI adoption. A 2025 McKinsey report found that most firms are still experimenting with AI implementation, and nearly two-thirds have yet to scale the technology. Moreover, a recent survey of 6,000 CEOs and other executives of firms across the U.S., the U.K., Germany, and Australia from the National Bureau of Economic Research found that AI has yet to show any major impact on their operations.

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最后,智能体还需要有很强的可靠性、可控性,才能规模化的带来价值。这既体现在智能体能否稳定、鲁棒地完成任务,也体现在其行为是否始终与人类的真实意图与价值观保持一致。在《2001:太空漫游》中,AI为完成任务选择牺牲人类乘员,正是目标函数与人类价值未能有效对齐的极端后果。随着智能体智能水平与自主性的提升,这类对齐失败带来的风险可能会被进一步放大。