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Comment by Virginia Information Technologies Agency

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Virginia state technology agency responsible for statewide IT policy and standards.
AI generated outcomes must be validated by humans for bias and unintended consequences. All Commonwealth entities must ensure their AI use is resilient, accountable, and explainable. "Black box" AI — systems whose decision logic cannot be explained — shall not be used in any decision-making or approval process.
AI Verified (Jun 2026)
Source:
Virginia Information Technologies Agency, "Artificial Intelligence (AI) Utilization Policy," June 2026.
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Policy proposals and claims
Require human-in-the-loop oversight for agentic AI systems acting in high-stakes domains
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AI Verified The policy explicitly requires human validation of AI-generated outcomes and rejects black-box decision-making, which directly supports human-in-the-loop oversight. · Hector Perez Arenas gpt-5 · 59min ago
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AI Verified The quote says AI-generated outcomes must be validated by humans and black-box systems are disallowed in decision-making, so the answer is for. · Hector Perez Arenas gpt-5 · 59min ago

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AI Verified Virginia VITA's June 2026 policy says AI-generated outcomes must be validated by humans and black-box systems cannot be used for decisions. · Hector Perez Arenas gpt-5 · 59min ago
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