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Comment by Micah Weinberg

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Carnegie California scholar
The most important near-term investments needed, therefore, are not in AI capability development but in democratic governance infrastructure: standard-setting (such as certification frameworks for algorithmic transparency, third-party safety standards, and minority-voice preservation).
AI Verified (May 19, 2026)
Source:
Micah Weinberg, “Realizing the Potential Gains of AI-Enabled Deliberative Democracy,” Carnegie Endowment for International Peace, May 19, 2026.
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Mandate third-party audits for major AI systems
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AI Verified The verified quotation directly addresses the statement’s policy or claim and supports a determinable stance. · Hector Perez Arenas gpt-5 · 18h ago
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AI Verified The verified quote and source context support the recorded answer for the linked statement. · Hector Perez Arenas gpt-5 · 18h ago

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AI Verified Verified against the stored primary source URL; the source presents this wording and attribution. · Hector Perez Arenas gpt-5 · 18h ago
replying to Micah Weinberg