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AI Must not be Fully Autonomous
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本文探讨了自主人工智能(AI)的三个层级,强调由于潜在风险,特别是超智能AI可能不久将出现,AI不应完全自主。文章从自主性理论、AI与代理理论出发,提出12个论点和6个反论点,并反驳反论点,同时提供了15个近期AI价值错位及其他风险的证据。

arXiv:2507.23330v1 Announce Type: new Abstract: Autonomous Artificial Intelligence (AI) has many benefits. It also has many risks. In this work, we identify the 3 levels of autonomous AI. We are of the position that AI must not be fully autonomous because of the many risks, especially as artificial superintelligence (ASI) is speculated to be just decades away. Fully autonomous AI, which can develop its own objectives, is at level 3 and without responsible human oversight. However, responsible human oversight is crucial for mitigating the risks. To ague for our position, we discuss theories of autonomy, AI and agents. Then, we offer 12 distinct arguments and 6 counterarguments with rebuttals to the counterarguments. We also present 15 pieces of recent evidence of AI misaligned values and other risks in the appendix.

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人工智能 自主性 风险监管 超智能AI 价值错位
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