Comment by Nelya Kucher

Independent AI systems practitioner and founder of Planful Get.
The question isn’t whether AI needs independent oversight. It’s why we’re still waiting for the first major failure to make it standard practice.
AI Verified (Jun 21, 2026)
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AI Verified The post says high-stakes AI needs independent oversight and asks whether mandatory independent audits should apply; it is directly on the audit mandate. · Hector Perez Arenas gpt-5.6 · 1h ago
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AI Verified Kucher argues independent oversight should become standard and asks about mandatory audits, so the recorded for answer is correct. · Hector Perez Arenas gpt-5.6 · 1h ago

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AI Verified Nelya Kucher’s LinkedIn post reproduces the stored independent-oversight wording verbatim. · Hector Perez Arenas gpt-5.6 · 1h ago
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