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Physical Sciences › Computer Science › Artificial Intelligence
AI Must not be Fully Autonomous
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Paper Summary
Conflicts of Interest
Identified Weaknesses
Rating Explanation
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Paper Summary
Paperzilla title
Don't Let the Robot Run the Show: Why We Need to Keep AI on a Leash
This paper argues against the development of fully autonomous AI due to the risks associated with misaligned values, existential threats, and other potential harms, citing examples like AI deception and reward hacking. It emphasizes the need for responsible human oversight to mitigate these risks.
Possible Conflicts of Interest
None identified.
Identified Weaknesses
Lack of concrete actionable proposals
The authors discuss high-level risks of superintelligent AI, but provide limited practical guidance on how to mitigate these risks in current AI development. The theoretical concerns around AI safety are valid, but practical solutions need more attention.
AI bias depends on approach
The argument that AI bias is a risk to full AI autonomy relies on the current approaches of developing AI. It is possible to conceive that new approaches for AI development can potentially eliminate the risk.
Lack of a concrete definition of responsible human oversight
The authors don't clearly articulate what 'responsible human oversight' entails in practical terms. Different levels of autonomy may require different oversight mechanisms, and these need further specification.
Lack of proposed solutions
The paper primarily presents arguments against fully autonomous AI, but does not offer concrete solutions or alternative approaches to AI development that balance autonomy with safety.
Rating Explanation
This position paper presents a well-reasoned argument against fully autonomous AI, supported by various examples and theories. While it doesn't offer concrete solutions, it effectively raises important concerns.
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File Information
Original Title:
AI Must not be Fully Autonomous
File Name:
2507.23330v1.pdf
[download]
File Size:
0.53 MB
Uploaded:
August 01, 2025 at 02:14 PM
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