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T05. Human review and approval workflows
Human-in-the-loop and approval research, including automation-induced complacency.
- T05-22Candidate approachSince 2025
What You Approve Is What Executes: Consent Integrity for Black-Box LLM Agents
- T05-23Candidate approachSince 2025
Oversight Has a Capacity: Calibrating Agent Guards to a Subjective, Fatiguing Human
- T05-21Similar problemSince 2025
Human-In-the-Loop Software Development Agents (HULA)
From research to product use
Operating capabilities, pilots, and technologies in development are identified separately.
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