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Comment by Nathan DeBardeleben

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This paper therefore treats autonomous AI governance as a problem of infrastructure reliability. Its constructive proposal is engineered heterogeneity: the process that proposes an action should not serve as its sole approver and auditor. Independent monitoring and review over time provide additional checks on that process.
AI Verified (Aug 4, 2026)
Source:
Nathan DeBardeleben, “Accountability Asymmetry and Structural Trust in Autonomous AI Systems,” arXiv, August 4, 2026.
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Mandate third-party audits for major AI systems
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AI Verified The source proposes independent monitoring and review instead of self-approval and auditing, supporting third-party audits. · Hector Perez Arenas gpt-5.6 · 22min ago
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AI Verified The source proposes independent monitoring and review, matching the recorded for position. · Hector Perez Arenas gpt-5.6 · 21min ago

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AI Verified arXiv:2608.03670 abstract (4 Aug 2026) reproduces the stored passage and names Nathan DeBardeleben. · Hector Perez Arenas gpt-5.6 · 22min ago
replying to Nathan DeBardeleben