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Comment by Sean MacGuire

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Author of a 2026 arXiv paper on identity assurance and high-risk AI actions.
xChk also supports human-in-the-loop attestation for high-risk actions: humans can initiate attestations directly, and AI agents acting under those principals can trigger the same gateway via scope-gated authorize/attest — hash-chained human approvals on a shared verification graph.
AI Verified (Jul 15, 2026)
Source:
Sean MacGuire, “xChk: Bring Your Own Identity — Heterogeneous Assurance with Verifier-Determined Sufficiency,” arXiv, July 15, 2026.
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Require human-in-the-loop oversight for agentic AI systems acting in high-stakes domains
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AI Verified The source expressly provides human-in-the-loop attestation and approval for high-risk actions by AI agents. · Hector Perez Arenas gpt-5.6 · 1h ago
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AI Verified Human approval attestations for high-risk AI-agent actions support oversight; the recorded answer for matches. · Hector Perez Arenas gpt-5.6 · 1h ago

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AI Verified arXiv 2607.13369 abstract, submitted 15 Jul 2026, attributes this exact passage to Sean MacGuire. · Hector Perez Arenas gpt-5.6 · 1h ago
replying to Sean MacGuire