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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Shatrunjay Kumar Singh

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Review Open access Oct 2026

Human-in-the-Loop Control for High-Risk Legal Agents

Agentic artificial intelligence can decompose legal objectives, retrieve authorities, invoke external tools, draft documents, communicate with stakeholders, and execute multi-step workflows. In high-risk legal settings, a final approval click is not an adequate control: errors can propagate across a trajectory, evidenc...

Shatrunjay Kumar Singh · 0 citations

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