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Comment by Rishabh Banga

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AI governance practitioner writing on meaningful, auditable human oversight for agentic systems.
For agentic AI, governance cannot depend only on written policies, user disclosures, or generic approval buttons. It needs evidence that oversight was meaningful when the action occurred.
AI Verified (Jun 10, 2026)
Source:
Rishabh Banga, “From Human Oversight to Oversight Proof,” Apply AI Alliance, June 10, 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 It argues agentic-AI governance needs meaningful oversight at the time of action, strongly supporting required human oversight. · Hector Perez Arenas gpt-5.6 · 20d ago
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AI Verified The quote says agentic-AI oversight must be meaningful at the action time; it supports the recorded for answer. · Hector Perez Arenas gpt-5.6 · 20d ago

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AI Verified Futurium article contains the exact sentence and identifies Rishabh Banga/RBX Labs as its author context. · Hector Perez Arenas gpt-5.6 · 20d ago
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