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。
This article originally appeared on Engadget at https://www.engadget.com/ai/anthropic-refuses-to-bow-to-pentagon-despite-hegseths-threats-085553126.html?src=rss
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第19届肖邦国际钢琴比赛获奖名单公布后，王紫桐（左三）祝贺陆逸轩（左二）。图丨© Wojciech Grzedzinski